From 393d2817c7193223ba6f0ce00aefdeb9724e0ee5 Mon Sep 17 00:00:00 2001
From: rajp152k <rajp152k@users.noreply.github.com>
Date: Sat, 14 Dec 2024 02:50:49 +0000
Subject: [PATCH] deploy: 8a04feb876207d86dcbdbd3469b10c683dafa704

---
 index.xml         | 2 +-
 resume/index.html | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/index.xml b/index.xml
index 95a325af..a524b6cb 100644
--- a/index.xml
+++ b/index.xml
@@ -621,7 +621,7 @@ address relevant challenges.&lt;/li>
  &lt;/tr>
  &lt;tr>
  &lt;td>Sentinment Analysis for Support Tickets&lt;/td>
- &lt;td>implemented a primal ETL, fine-tuned an LLM (unsupervised) over a stratified subset, inference jobs formed integral part of business analysis crons&lt;/td>
+ &lt;td>implemented a primal ETL, fine-tuned a Language Model (weakly-supervised) over a (psuedo-labelled) stratified subset, inference jobs formed integral part of business analysis crons&lt;/td>
  &lt;td>Natural Language Processing, Data Engineering&lt;/td>
  &lt;/tr>
  &lt;tr>
diff --git a/resume/index.html b/resume/index.html
index f670f08f..24c5bfb9 100644
--- a/resume/index.html
+++ b/resume/index.html
@@ -2,13 +2,13 @@
 <script>(function(e,t){e[t]=e[t].replace("no-js","js")})(document.documentElement,"className")</script><meta name=description content><meta property="og:url" content="https://rajp152k.github.io/resume/"><meta property="og:site_name" content="(bit-mage)"><meta property="og:title" content="Work Corpus"><meta property="og:description" content="RESUME.JSON For the programmatically enabled out there, here’s a js object for you to parse my work into tools of your choice.
 jq is a decent start:
 curl -s https://thebitmage.com/resume/resume.json | jq -C Fabric is great if you have it handy:
-curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary As of 14th Oct 2024 Raj Patil | raj@thebitmage.com Experience Principal Engineer: ESDS Software Solutions March 2024 - Present principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps. overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more. AI Engineer: ESDS Software Solutions Nov 2022 - March 2024 developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal. now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience. headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions) served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator. Mentored individuals across domains and began honing my managerial/leadership aptitude. Personal Sabbatical Aug 2022 - Nov 2022 deliberate decision to take a hiatus to address health concerns context: diagnosed with severe deficiencies in several micronutrients and minerals. delved in several epistemological works to further my personal intellectual pursuits. Goldman Sachs: Analyst July 2022 - Aug 2022 briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry. Although a shorter engagement, had the opportunity to gain insights into the organization and its operations. IIT Hyderabad | KLA Tencor: Research Assistant Aug 2021 - May 2022 Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks. Focused on computer vision applications within chip technologies. Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges. Goldman Sachs: Summer Analyst June 2021 - July 2021 worked towards enhancing (unsupervised) clustering interpretability. developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning. CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper. Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar Projects Project Synopsis Principal Domains Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection checkout blog link for more context Computer Vision Sentinment Analysis for Support Tickets implemented a primal ETL, fine-tuned an LLM (unsupervised) over a stratified subset, inference jobs formed integral part of business analysis crons Natural Language Processing, Data Engineering Quantum Error Correction Codes created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation Quantum Computing Tic-Tac-Toe Reinforcement Learning tested out RL algorithms with random and heuristics based agents Reinforcement Learning Option Pricing via Monte Carlo Simulations delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) Stochastic Calculus Secure Multiparty Computation (for Deep Learning) Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) Cryptography WDGAF(We Do Give a Figure) Created plotting DSL using principals of compilers and published it to pip Compilers Relational Databases and Data Hygeine Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data Relational Databases Optimizing scheduling algorithms researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO Distributed Computing Musical Chairs: inter-process coms Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards Concurrency Chat Room App created a command line chat room app using principles of socket programming Computer Networks Custom Deep Learning Framework created a deep learning library from scratch (axioms being high school math ) Software Engineering Calculator wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div Electronics 3D-printed pin ball machine designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup Computer Aided Design Extracurricular Teaching Assistance Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence FitSoc 2021-2022 Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach. Organically bootstrapped and grew the community, currently comprising over 200 active members. Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019 Conducted the inaugural session of the club. The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib. National Service Scheme participated in several cleanliness and plantation drives during my time at IIT-Hyderabad created several social awareness posters regarding various societal issues Education B.Tech: Indian Institute of Technology Hyderabad (2018-2022) All India Rank (JEE Advance 2018) - 658 - Major (2018-2022) : Computer Science and Engineering : 9.26/10 - Minor (2020-2022) : Artificial Intelligence : 9.50/10 Further Musings This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer"><meta property="og:locale" content="en_us"><meta property="og:type" content="article"><meta itemprop=name content="Work Corpus"><meta itemprop=description content="RESUME.JSON For the programmatically enabled out there, here’s a js object for you to parse my work into tools of your choice.
+curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary As of 14th Oct 2024 Raj Patil | raj@thebitmage.com Experience Principal Engineer: ESDS Software Solutions March 2024 - Present principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps. overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more. AI Engineer: ESDS Software Solutions Nov 2022 - March 2024 developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal. now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience. headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions) served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator. Mentored individuals across domains and began honing my managerial/leadership aptitude. Personal Sabbatical Aug 2022 - Nov 2022 deliberate decision to take a hiatus to address health concerns context: diagnosed with severe deficiencies in several micronutrients and minerals. delved in several epistemological works to further my personal intellectual pursuits. Goldman Sachs: Analyst July 2022 - Aug 2022 briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry. Although a shorter engagement, had the opportunity to gain insights into the organization and its operations. IIT Hyderabad | KLA Tencor: Research Assistant Aug 2021 - May 2022 Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks. Focused on computer vision applications within chip technologies. Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges. Goldman Sachs: Summer Analyst June 2021 - July 2021 worked towards enhancing (unsupervised) clustering interpretability. developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning. CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper. Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar Projects Project Synopsis Principal Domains Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection checkout blog link for more context Computer Vision Sentinment Analysis for Support Tickets implemented a primal ETL, fine-tuned a Language Model (weakly-supervised) over a (psuedo-labelled) stratified subset, inference jobs formed integral part of business analysis crons Natural Language Processing, Data Engineering Quantum Error Correction Codes created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation Quantum Computing Tic-Tac-Toe Reinforcement Learning tested out RL algorithms with random and heuristics based agents Reinforcement Learning Option Pricing via Monte Carlo Simulations delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) Stochastic Calculus Secure Multiparty Computation (for Deep Learning) Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) Cryptography WDGAF(We Do Give a Figure) Created plotting DSL using principals of compilers and published it to pip Compilers Relational Databases and Data Hygeine Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data Relational Databases Optimizing scheduling algorithms researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO Distributed Computing Musical Chairs: inter-process coms Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards Concurrency Chat Room App created a command line chat room app using principles of socket programming Computer Networks Custom Deep Learning Framework created a deep learning library from scratch (axioms being high school math ) Software Engineering Calculator wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div Electronics 3D-printed pin ball machine designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup Computer Aided Design Extracurricular Teaching Assistance Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence FitSoc 2021-2022 Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach. Organically bootstrapped and grew the community, currently comprising over 200 active members. Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019 Conducted the inaugural session of the club. The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib. National Service Scheme participated in several cleanliness and plantation drives during my time at IIT-Hyderabad created several social awareness posters regarding various societal issues Education B.Tech: Indian Institute of Technology Hyderabad (2018-2022) All India Rank (JEE Advance 2018) - 658 - Major (2018-2022) : Computer Science and Engineering : 9.26/10 - Minor (2020-2022) : Artificial Intelligence : 9.50/10 Further Musings This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer"><meta property="og:locale" content="en_us"><meta property="og:type" content="article"><meta itemprop=name content="Work Corpus"><meta itemprop=description content="RESUME.JSON For the programmatically enabled out there, here’s a js object for you to parse my work into tools of your choice.
 jq is a decent start:
 curl -s https://thebitmage.com/resume/resume.json | jq -C Fabric is great if you have it handy:
-curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary As of 14th Oct 2024 Raj Patil | raj@thebitmage.com Experience Principal Engineer: ESDS Software Solutions March 2024 - Present principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps. overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more. AI Engineer: ESDS Software Solutions Nov 2022 - March 2024 developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal. now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience. headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions) served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator. Mentored individuals across domains and began honing my managerial/leadership aptitude. Personal Sabbatical Aug 2022 - Nov 2022 deliberate decision to take a hiatus to address health concerns context: diagnosed with severe deficiencies in several micronutrients and minerals. delved in several epistemological works to further my personal intellectual pursuits. Goldman Sachs: Analyst July 2022 - Aug 2022 briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry. Although a shorter engagement, had the opportunity to gain insights into the organization and its operations. IIT Hyderabad | KLA Tencor: Research Assistant Aug 2021 - May 2022 Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks. Focused on computer vision applications within chip technologies. Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges. Goldman Sachs: Summer Analyst June 2021 - July 2021 worked towards enhancing (unsupervised) clustering interpretability. developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning. CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper. Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar Projects Project Synopsis Principal Domains Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection checkout blog link for more context Computer Vision Sentinment Analysis for Support Tickets implemented a primal ETL, fine-tuned an LLM (unsupervised) over a stratified subset, inference jobs formed integral part of business analysis crons Natural Language Processing, Data Engineering Quantum Error Correction Codes created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation Quantum Computing Tic-Tac-Toe Reinforcement Learning tested out RL algorithms with random and heuristics based agents Reinforcement Learning Option Pricing via Monte Carlo Simulations delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) Stochastic Calculus Secure Multiparty Computation (for Deep Learning) Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) Cryptography WDGAF(We Do Give a Figure) Created plotting DSL using principals of compilers and published it to pip Compilers Relational Databases and Data Hygeine Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data Relational Databases Optimizing scheduling algorithms researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO Distributed Computing Musical Chairs: inter-process coms Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards Concurrency Chat Room App created a command line chat room app using principles of socket programming Computer Networks Custom Deep Learning Framework created a deep learning library from scratch (axioms being high school math ) Software Engineering Calculator wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div Electronics 3D-printed pin ball machine designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup Computer Aided Design Extracurricular Teaching Assistance Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence FitSoc 2021-2022 Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach. Organically bootstrapped and grew the community, currently comprising over 200 active members. Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019 Conducted the inaugural session of the club. The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib. National Service Scheme participated in several cleanliness and plantation drives during my time at IIT-Hyderabad created several social awareness posters regarding various societal issues Education B.Tech: Indian Institute of Technology Hyderabad (2018-2022) All India Rank (JEE Advance 2018) - 658 - Major (2018-2022) : Computer Science and Engineering : 9.26/10 - Minor (2020-2022) : Artificial Intelligence : 9.50/10 Further Musings This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer"><meta itemprop=wordCount content="920"><meta name=twitter:card content="summary"><meta name=twitter:title content="Work Corpus"><meta name=twitter:description content="RESUME.JSON For the programmatically enabled out there, here’s a js object for you to parse my work into tools of your choice.
+curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary As of 14th Oct 2024 Raj Patil | raj@thebitmage.com Experience Principal Engineer: ESDS Software Solutions March 2024 - Present principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps. overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more. AI Engineer: ESDS Software Solutions Nov 2022 - March 2024 developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal. now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience. headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions) served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator. Mentored individuals across domains and began honing my managerial/leadership aptitude. Personal Sabbatical Aug 2022 - Nov 2022 deliberate decision to take a hiatus to address health concerns context: diagnosed with severe deficiencies in several micronutrients and minerals. delved in several epistemological works to further my personal intellectual pursuits. Goldman Sachs: Analyst July 2022 - Aug 2022 briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry. Although a shorter engagement, had the opportunity to gain insights into the organization and its operations. IIT Hyderabad | KLA Tencor: Research Assistant Aug 2021 - May 2022 Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks. Focused on computer vision applications within chip technologies. Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges. Goldman Sachs: Summer Analyst June 2021 - July 2021 worked towards enhancing (unsupervised) clustering interpretability. developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning. CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper. Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar Projects Project Synopsis Principal Domains Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection checkout blog link for more context Computer Vision Sentinment Analysis for Support Tickets implemented a primal ETL, fine-tuned a Language Model (weakly-supervised) over a (psuedo-labelled) stratified subset, inference jobs formed integral part of business analysis crons Natural Language Processing, Data Engineering Quantum Error Correction Codes created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation Quantum Computing Tic-Tac-Toe Reinforcement Learning tested out RL algorithms with random and heuristics based agents Reinforcement Learning Option Pricing via Monte Carlo Simulations delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) Stochastic Calculus Secure Multiparty Computation (for Deep Learning) Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) Cryptography WDGAF(We Do Give a Figure) Created plotting DSL using principals of compilers and published it to pip Compilers Relational Databases and Data Hygeine Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data Relational Databases Optimizing scheduling algorithms researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO Distributed Computing Musical Chairs: inter-process coms Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards Concurrency Chat Room App created a command line chat room app using principles of socket programming Computer Networks Custom Deep Learning Framework created a deep learning library from scratch (axioms being high school math ) Software Engineering Calculator wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div Electronics 3D-printed pin ball machine designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup Computer Aided Design Extracurricular Teaching Assistance Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence FitSoc 2021-2022 Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach. Organically bootstrapped and grew the community, currently comprising over 200 active members. Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019 Conducted the inaugural session of the club. The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib. National Service Scheme participated in several cleanliness and plantation drives during my time at IIT-Hyderabad created several social awareness posters regarding various societal issues Education B.Tech: Indian Institute of Technology Hyderabad (2018-2022) All India Rank (JEE Advance 2018) - 658 - Major (2018-2022) : Computer Science and Engineering : 9.26/10 - Minor (2020-2022) : Artificial Intelligence : 9.50/10 Further Musings This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer"><meta itemprop=wordCount content="922"><meta name=twitter:card content="summary"><meta name=twitter:title content="Work Corpus"><meta name=twitter:description content="RESUME.JSON For the programmatically enabled out there, here’s a js object for you to parse my work into tools of your choice.
 jq is a decent start:
 curl -s https://thebitmage.com/resume/resume.json | jq -C Fabric is great if you have it handy:
-curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary As of 14th Oct 2024 Raj Patil | raj@thebitmage.com Experience Principal Engineer: ESDS Software Solutions March 2024 - Present principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps. overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more. AI Engineer: ESDS Software Solutions Nov 2022 - March 2024 developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal. now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience. headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions) served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator. Mentored individuals across domains and began honing my managerial/leadership aptitude. Personal Sabbatical Aug 2022 - Nov 2022 deliberate decision to take a hiatus to address health concerns context: diagnosed with severe deficiencies in several micronutrients and minerals. delved in several epistemological works to further my personal intellectual pursuits. Goldman Sachs: Analyst July 2022 - Aug 2022 briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry. Although a shorter engagement, had the opportunity to gain insights into the organization and its operations. IIT Hyderabad | KLA Tencor: Research Assistant Aug 2021 - May 2022 Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks. Focused on computer vision applications within chip technologies. Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges. Goldman Sachs: Summer Analyst June 2021 - July 2021 worked towards enhancing (unsupervised) clustering interpretability. developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning. CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper. Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar Projects Project Synopsis Principal Domains Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection checkout blog link for more context Computer Vision Sentinment Analysis for Support Tickets implemented a primal ETL, fine-tuned an LLM (unsupervised) over a stratified subset, inference jobs formed integral part of business analysis crons Natural Language Processing, Data Engineering Quantum Error Correction Codes created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation Quantum Computing Tic-Tac-Toe Reinforcement Learning tested out RL algorithms with random and heuristics based agents Reinforcement Learning Option Pricing via Monte Carlo Simulations delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) Stochastic Calculus Secure Multiparty Computation (for Deep Learning) Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) Cryptography WDGAF(We Do Give a Figure) Created plotting DSL using principals of compilers and published it to pip Compilers Relational Databases and Data Hygeine Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data Relational Databases Optimizing scheduling algorithms researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO Distributed Computing Musical Chairs: inter-process coms Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards Concurrency Chat Room App created a command line chat room app using principles of socket programming Computer Networks Custom Deep Learning Framework created a deep learning library from scratch (axioms being high school math ) Software Engineering Calculator wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div Electronics 3D-printed pin ball machine designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup Computer Aided Design Extracurricular Teaching Assistance Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence FitSoc 2021-2022 Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach. Organically bootstrapped and grew the community, currently comprising over 200 active members. Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019 Conducted the inaugural session of the club. The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib. National Service Scheme participated in several cleanliness and plantation drives during my time at IIT-Hyderabad created several social awareness posters regarding various societal issues Education B.Tech: Indian Institute of Technology Hyderabad (2018-2022) All India Rank (JEE Advance 2018) - 658 - Major (2018-2022) : Computer Science and Engineering : 9.26/10 - Minor (2020-2022) : Artificial Intelligence : 9.50/10 Further Musings This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer"><link rel=preconnect href=https://fonts.gstatic.com crossorigin><link rel=dns-prefetch href=//fonts.googleapis.com><link rel=dns-prefetch href=//fonts.gstatic.com><link rel=stylesheet href="https://fonts.googleapis.com/css?family=Open+Sans:400,400i,700"><link rel=stylesheet href=/css/style.css><link rel="shortcut icon" href=/favicon.ico><script>(function(e,t,n,s,o){e.Sender=o,e[o]=e[o]||function(){(e[o].q=e[o].q||[]).push(arguments)},e[o].l=1*new Date;var i=t.createElement(n),a=t.getElementsByTagName(n)[0];i.async=1,i.src=s,a.parentNode.insertBefore(i,a)})(window,document,"script","https://cdn.sender.net/accounts_resources/universal.js","sender"),sender("17d1fe83579561")</script><script type=text/javascript>(function(e,t,n,s,o,i,a){e[n]=e[n]||function(){(e[n].q=e[n].q||[]).push(arguments)},i=t.createElement(s),i.async=1,i.src="https://www.clarity.ms/tag/"+o,a=t.getElementsByTagName(s)[0],a.parentNode.insertBefore(i,a)})(window,document,"clarity","script","idey8dw0cf")</script><link rel=icon href=false type=image/x-icon><script defer src=https://analytics.us.umami.is/script.js data-website-id=96d588b9-d7c5-48a7-b3db-94fe392c06c9></script></head><body class=body><div class="container container--outer"><header class=header><div class="container header__container"><div class="logo logo--mixed"><a class=logo__link href=/ title=(Bit-Mage) rel=home><div class="logo__item logo__imagebox"><img class=logo__img src=https://ik.imagekit.io/rajp152k/branding/Bit-Mage.png></div><div class="logo__item logo__text"><div class=logo__title>(Bit-Mage)</div><div class=logo__tagline>(apply #'eval `((sudo ,explore ,exploit)))</div></div></a></div><nav class=menu><button class=menu__btn aria-haspopup=true aria-expanded=false tabindex=0>
+curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary As of 14th Oct 2024 Raj Patil | raj@thebitmage.com Experience Principal Engineer: ESDS Software Solutions March 2024 - Present principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps. overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more. AI Engineer: ESDS Software Solutions Nov 2022 - March 2024 developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal. now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience. headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions) served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator. Mentored individuals across domains and began honing my managerial/leadership aptitude. Personal Sabbatical Aug 2022 - Nov 2022 deliberate decision to take a hiatus to address health concerns context: diagnosed with severe deficiencies in several micronutrients and minerals. delved in several epistemological works to further my personal intellectual pursuits. Goldman Sachs: Analyst July 2022 - Aug 2022 briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry. Although a shorter engagement, had the opportunity to gain insights into the organization and its operations. IIT Hyderabad | KLA Tencor: Research Assistant Aug 2021 - May 2022 Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks. Focused on computer vision applications within chip technologies. Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges. Goldman Sachs: Summer Analyst June 2021 - July 2021 worked towards enhancing (unsupervised) clustering interpretability. developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning. CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper. Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar Projects Project Synopsis Principal Domains Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection checkout blog link for more context Computer Vision Sentinment Analysis for Support Tickets implemented a primal ETL, fine-tuned a Language Model (weakly-supervised) over a (psuedo-labelled) stratified subset, inference jobs formed integral part of business analysis crons Natural Language Processing, Data Engineering Quantum Error Correction Codes created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation Quantum Computing Tic-Tac-Toe Reinforcement Learning tested out RL algorithms with random and heuristics based agents Reinforcement Learning Option Pricing via Monte Carlo Simulations delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) Stochastic Calculus Secure Multiparty Computation (for Deep Learning) Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) Cryptography WDGAF(We Do Give a Figure) Created plotting DSL using principals of compilers and published it to pip Compilers Relational Databases and Data Hygeine Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data Relational Databases Optimizing scheduling algorithms researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO Distributed Computing Musical Chairs: inter-process coms Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards Concurrency Chat Room App created a command line chat room app using principles of socket programming Computer Networks Custom Deep Learning Framework created a deep learning library from scratch (axioms being high school math ) Software Engineering Calculator wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div Electronics 3D-printed pin ball machine designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup Computer Aided Design Extracurricular Teaching Assistance Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence FitSoc 2021-2022 Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach. Organically bootstrapped and grew the community, currently comprising over 200 active members. Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019 Conducted the inaugural session of the club. The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib. National Service Scheme participated in several cleanliness and plantation drives during my time at IIT-Hyderabad created several social awareness posters regarding various societal issues Education B.Tech: Indian Institute of Technology Hyderabad (2018-2022) All India Rank (JEE Advance 2018) - 658 - Major (2018-2022) : Computer Science and Engineering : 9.26/10 - Minor (2020-2022) : Artificial Intelligence : 9.50/10 Further Musings This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer"><link rel=preconnect href=https://fonts.gstatic.com crossorigin><link rel=dns-prefetch href=//fonts.googleapis.com><link rel=dns-prefetch href=//fonts.gstatic.com><link rel=stylesheet href="https://fonts.googleapis.com/css?family=Open+Sans:400,400i,700"><link rel=stylesheet href=/css/style.css><link rel="shortcut icon" href=/favicon.ico><script>(function(e,t,n,s,o){e.Sender=o,e[o]=e[o]||function(){(e[o].q=e[o].q||[]).push(arguments)},e[o].l=1*new Date;var i=t.createElement(n),a=t.getElementsByTagName(n)[0];i.async=1,i.src=s,a.parentNode.insertBefore(i,a)})(window,document,"script","https://cdn.sender.net/accounts_resources/universal.js","sender"),sender("17d1fe83579561")</script><script type=text/javascript>(function(e,t,n,s,o,i,a){e[n]=e[n]||function(){(e[n].q=e[n].q||[]).push(arguments)},i=t.createElement(s),i.async=1,i.src="https://www.clarity.ms/tag/"+o,a=t.getElementsByTagName(s)[0],a.parentNode.insertBefore(i,a)})(window,document,"clarity","script","idey8dw0cf")</script><link rel=icon href=false type=image/x-icon><script defer src=https://analytics.us.umami.is/script.js data-website-id=96d588b9-d7c5-48a7-b3db-94fe392c06c9></script></head><body class=body><div class="container container--outer"><header class=header><div class="container header__container"><div class="logo logo--mixed"><a class=logo__link href=/ title=(Bit-Mage) rel=home><div class="logo__item logo__imagebox"><img class=logo__img src=https://ik.imagekit.io/rajp152k/branding/Bit-Mage.png></div><div class="logo__item logo__text"><div class=logo__title>(Bit-Mage)</div><div class=logo__tagline>(apply #'eval `((sudo ,explore ,exploit)))</div></div></a></div><nav class=menu><button class=menu__btn aria-haspopup=true aria-expanded=false tabindex=0>
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@@ -19,7 +19,7 @@
 </code></pre><p><a href=https://github.com/danielmiessler/fabric>Fabric</a> is great if you have it handy:</p><pre tabindex=0><code>curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern  create_summary 
 </code></pre><hr><h5 id=as-of-14th-oct-2024><em>As of 14th Oct 2024</em></h5><h3 id=raj-patil--rajthebitmagecom>Raj Patil | <a href=mailto:raj@thebitmage.com>raj@thebitmage.com</a></h3><h2 id=experience>Experience</h2><h3 id=principal-engineer-esds-software-solutions>Principal Engineer: ESDS Software Solutions</h3><h6 id=march-2024---present><em>March 2024 - Present</em></h6><ul><li>principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps.</li><li>overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more.</li></ul><h3 id=ai-engineer-esds-software-solutions>AI Engineer: ESDS Software Solutions</h3><h6 id=nov-2022---march-2024><em>Nov 2022 - March 2024</em></h6><ul><li>developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal.<ul><li>now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience.</li></ul></li><li>headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions)</li><li>served multiple client facing AI-related requests, most promiment of which resulted in the <a href=https://education.maharashtra.gov.in/sanch/users>School Education and Sports Department of Maharashtra</a> winning a <a href=https://thebitmage.com/post/guinness-dedup-anomaly/>Guinness World Record</a>, for
 which ESDS was the technical facilitator.</li><li>Mentored individuals across domains and began honing my managerial/leadership aptitude.</li></ul><h3 id=personal-sabbatical>Personal Sabbatical</h3><h6 id=aug-2022---nov-2022><em>Aug 2022 - Nov 2022</em></h6><ul><li>deliberate decision to take a hiatus to address health concerns<ul><li>context: diagnosed with severe deficiencies in several micronutrients and minerals.</li></ul></li><li>delved in several epistemological works to further my personal intellectual pursuits.</li></ul><h3 id=goldman-sachs-analyst>Goldman Sachs: Analyst</h3><h6 id=july-2022---aug-2022><em>July 2022 - Aug 2022</em></h6><ul><li>briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry.</li><li>Although a shorter engagement, had the opportunity to gain insights into the organization and its operations.</li></ul><h3 id=iit-hyderabad--kla-tencor-research-assistant>IIT Hyderabad | KLA Tencor: Research Assistant</h3><h6 id=aug-2021---may-2022><em>Aug 2021 - May 2022</em></h6><ul><li>Collaborated with Prof. <a href=https://people.iith.ac.in/vineethnb/index.html>Vineeth N.B.</a> on research to develop a generic transferability score for inter-domain transfer-learning tasks.</li><li>Focused on computer vision applications within chip technologies.</li><li>Leveraged knowledge in Domain Adaptation (Transfer Learning) to
-address relevant challenges.</li></ul><h3 id=goldman-sachs-summer-analyst>Goldman Sachs: Summer Analyst</h3><h6 id=june-2021---july-2021><em>June 2021 - July 2021</em></h6><ul><li>worked towards enhancing (unsupervised) clustering interpretability.</li><li>developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning.</li></ul><h3 id=cvpr-2021-workshop-paper--autonue-2021--research-assistant>CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant</h3><ul><li>organized a <a href=http://cvit.iiit.ac.in/autonue2021/challenge/>domain adaptation challenge</a> for semantic segmentation, contributing to a workshop paper.</li><li>Guided and mentored by <a href=https://people.iith.ac.in/vineethnb/index.html>Prof. Vineeth N.B.</a> and <a href=https://faculty.iiit.ac.in/~jawahar/>Prof. C.V. Jawahar</a></li></ul><hr><h2 id=projects>Projects</h2><table><thead><tr><th><strong>Project</strong></th><th><strong>Synopsis</strong></th><th><strong>Principal Domains</strong></th></tr></thead><tbody><tr><td><a href=https://thebitmage.com/post/guinness-dedup-anomaly/>Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection</a></td><td>checkout blog link for more context</td><td>Computer Vision</td></tr><tr><td>Sentinment Analysis for Support Tickets</td><td>implemented a primal ETL, fine-tuned an LLM (unsupervised) over a stratified subset, inference jobs formed integral part of business analysis crons</td><td>Natural Language Processing, Data Engineering</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_8/Quantum_Computing/Quantum_Project.ipynb>Quantum Error Correction Codes</a></td><td>created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation</td><td>Quantum Computing</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/AI3000/A2/RL%20A2%20Q5.ipynb>Tic-Tac-Toe Reinforcement Learning</a></td><td>tested out RL algorithms with random and heuristics based agents</td><td>Reinforcement Learning</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/tree/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/MA4340/CS18BTECH11039_MA4340_PROJECT>Option Pricing via Monte Carlo Simulations</a></td><td>delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes)</td><td>Stochastic Calculus</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/CS6160/project/CS18BTECH11039_CS6160.pdf>Secure Multiparty Computation (for Deep Learning)</a></td><td>Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case)</td><td>Cryptography</td></tr><tr><td><a href=https://github.com/rajp152k/Compilers-II>WDGAF(We Do Give a Figure)</a></td><td>Created plotting DSL using principals of compilers and published it to pip</td><td>Compilers</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/tree/master/SEM_6/DBMSII>Relational Databases and Data Hygeine</a></td><td>Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data</td><td>Relational Databases</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/master/SEM_7/CS5280/CS5280%20cs18btech11039%20cs21resch11011/project_report_cs18btech11039_cs21resch11011.pdf>Optimizing scheduling algorithms</a></td><td>researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO</td><td>Distributed Computing</td></tr><tr><td><a href=https://github.com/rajp152k/musical_chairs>Musical Chairs: inter-process coms</a></td><td>Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards</td><td>Concurrency</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/tree/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_5/Computer-Networks-I/socket%20programming/Computer-Networks>Chat Room App</a></td><td>created a command line chat room app using principles of socket programming</td><td>Computer Networks</td></tr><tr><td><a href=https://github.com/rajp152k/cust_dl_lib>Custom Deep Learning Framework</a></td><td>created a deep learning library from scratch (axioms being high school math )</td><td>Software Engineering</td></tr><tr><td>Calculator</td><td>wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div</td><td>Electronics</td></tr><tr><td>3D-printed pin ball machine</td><td>designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup</td><td>Computer Aided Design</td></tr></tbody></table><hr><h2 id=extracurricular>Extracurricular</h2><h3 id=teaching-assistance>Teaching Assistance</h3><ul><li><a href=https://people.iith.ac.in/vineethnb/index.html>Prof. Vineeth
+address relevant challenges.</li></ul><h3 id=goldman-sachs-summer-analyst>Goldman Sachs: Summer Analyst</h3><h6 id=june-2021---july-2021><em>June 2021 - July 2021</em></h6><ul><li>worked towards enhancing (unsupervised) clustering interpretability.</li><li>developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning.</li></ul><h3 id=cvpr-2021-workshop-paper--autonue-2021--research-assistant>CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant</h3><ul><li>organized a <a href=http://cvit.iiit.ac.in/autonue2021/challenge/>domain adaptation challenge</a> for semantic segmentation, contributing to a workshop paper.</li><li>Guided and mentored by <a href=https://people.iith.ac.in/vineethnb/index.html>Prof. Vineeth N.B.</a> and <a href=https://faculty.iiit.ac.in/~jawahar/>Prof. C.V. Jawahar</a></li></ul><hr><h2 id=projects>Projects</h2><table><thead><tr><th><strong>Project</strong></th><th><strong>Synopsis</strong></th><th><strong>Principal Domains</strong></th></tr></thead><tbody><tr><td><a href=https://thebitmage.com/post/guinness-dedup-anomaly/>Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection</a></td><td>checkout blog link for more context</td><td>Computer Vision</td></tr><tr><td>Sentinment Analysis for Support Tickets</td><td>implemented a primal ETL, fine-tuned a Language Model (weakly-supervised) over a (psuedo-labelled) stratified subset, inference jobs formed integral part of business analysis crons</td><td>Natural Language Processing, Data Engineering</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_8/Quantum_Computing/Quantum_Project.ipynb>Quantum Error Correction Codes</a></td><td>created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation</td><td>Quantum Computing</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/AI3000/A2/RL%20A2%20Q5.ipynb>Tic-Tac-Toe Reinforcement Learning</a></td><td>tested out RL algorithms with random and heuristics based agents</td><td>Reinforcement Learning</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/tree/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/MA4340/CS18BTECH11039_MA4340_PROJECT>Option Pricing via Monte Carlo Simulations</a></td><td>delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes)</td><td>Stochastic Calculus</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/CS6160/project/CS18BTECH11039_CS6160.pdf>Secure Multiparty Computation (for Deep Learning)</a></td><td>Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case)</td><td>Cryptography</td></tr><tr><td><a href=https://github.com/rajp152k/Compilers-II>WDGAF(We Do Give a Figure)</a></td><td>Created plotting DSL using principals of compilers and published it to pip</td><td>Compilers</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/tree/master/SEM_6/DBMSII>Relational Databases and Data Hygeine</a></td><td>Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data</td><td>Relational Databases</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/blob/master/SEM_7/CS5280/CS5280%20cs18btech11039%20cs21resch11011/project_report_cs18btech11039_cs21resch11011.pdf>Optimizing scheduling algorithms</a></td><td>researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO</td><td>Distributed Computing</td></tr><tr><td><a href=https://github.com/rajp152k/musical_chairs>Musical Chairs: inter-process coms</a></td><td>Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards</td><td>Concurrency</td></tr><tr><td><a href=https://github.com/rajp152k/coursework_IITH/tree/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_5/Computer-Networks-I/socket%20programming/Computer-Networks>Chat Room App</a></td><td>created a command line chat room app using principles of socket programming</td><td>Computer Networks</td></tr><tr><td><a href=https://github.com/rajp152k/cust_dl_lib>Custom Deep Learning Framework</a></td><td>created a deep learning library from scratch (axioms being high school math )</td><td>Software Engineering</td></tr><tr><td>Calculator</td><td>wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div</td><td>Electronics</td></tr><tr><td>3D-printed pin ball machine</td><td>designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup</td><td>Computer Aided Design</td></tr></tbody></table><hr><h2 id=extracurricular>Extracurricular</h2><h3 id=teaching-assistance>Teaching Assistance</h3><ul><li><a href=https://people.iith.ac.in/vineethnb/index.html>Prof. Vineeth
 N.B.</a> - CS5590 :
 Foundations of Machine Learning</li><li><a href=https://sites.google.com/site/pksrijith/home>Prof Srijith
 P.K.</a> - AI1100 :