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resume updates
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rajp152k committed Apr 24, 2024
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8 changes: 7 additions & 1 deletion config.toml
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pre = "<i class='fa fa-heart'></i>"
url = '/about/'
weight = -110
[[menu.main]]
identifier = 'resume'
name = 'resume'
pre = "<i class='fa fa-heart'></i>"
url = '/resume/'
weight = -105
[[menu.main]]
identifier = 'now'
name = 'now'
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name = 'I know not..'
pre = "<i class='fa fa-road'></i>"
url = '/i-know-not/'
weight = -103
weight = -40
119 changes: 62 additions & 57 deletions content/resume/index.md
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sidebar: false
---

##### *As of 13th Jan 2024*
##### *As of 24th April 2024*

### Raj Patil | AI Research Engineer | [email protected]
### Raj Patil | [email protected]
---

## Education
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- Minor (2020-2022) : Artificial Intelligence : 9.50/10

---

## Technical Skills

Languages:

- Primary : Python
- Primary : Python, Golang, Mojo
- Lisps & Schemes : Common-Lisp, E-lisp, Hy, Racket
- Non-Trivial Exp : C, C++, Prolog, Eiffel, Vimscript
- Trivial Exp : Haskell, Rust, Lua, Java, Javascript
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Current Envs:
1. Personal : Debian, I3WM, Emacs
2. Remote : CentOS, Tmux, Neovim
2. Work : Multiple headless Linuces , Tmux, Neovim
(Debian & red hat family, Qubes OS)

---

Tools and Frameworks:

- Generic
- Cloud Compute : AWS (EC2, S3), Paperspace, GCP
- Version Control : git, git-lfs
- Containerization : docker
- Orchestration : kubernetes
- Virtualization : qemu, KVM, virtual box
- CI/CD : Github Actions, Gitlab CI, Jenkins

- AI
- DL : Pytorch, spaCy, nltk, fastai, hugging-face
- ML : Scikit-learn, LightGBM, XGBoost
- MLOps : MLFlow
- Monitoring : Visdom, Tensorboard
- Data Wrangling : Pandas, Xarray
- Scientific Computing : Numpy, Scipy
- DataScience Dashboards : Streamlit, Gradio
- Dashboards : Streamlit, Gradio
- Visualization : Matplotlib, Seaborn

- Databases
Expand All @@ -65,75 +76,82 @@ sidebar: false
- Quantum Computing : Qiskit
- CLI : regex, sed, awk, grep
- Text-Editing : Emacs, Vi

- Meta
- Cloud Compute : AWS (EC2, S3), Paperspace, GCP
- Visualization : matplotlib, seaborn, mermaid.js
- Data-Validation : Pydantic
- Debugging : pdb, gdb
- Profiling : PySpy, PyFlame
- Testing : Pytest, Selenium
- Version Control : git, git-lfs
- Env Management : conda[+derivatives], venv
- Containerization : docker
- Virtualization : qemu, virtual box
- CI/CD : github actions
- Markup : markdown, latex, org-mode
- Markup : markdown, latex, org files
- Visualization : mermaid.js
- Testing : Selenium

---
## Experience

### ESDS Software Solutions : Principal Engineer
###### *March 2024 - Present*

- exploring the vast cloud computing problem space as a whole,
rather than just the artificial intelligence perspective as in my
previous role.
- overseeing interdisciplinary research and development across
departments, with the opportunity to work in relatively larger and
technically varied teams.

### ESDS Software Solutions : AI Research Engineer
###### *Nov 2022 - Present*
###### *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](https://education.maharashtra.gov.in/sanch/users)
winning a [Guinness World
Record](https://rajpatil.dev/post/guinness-dedup-anomaly/), for
which ESDS was the technical facilitator.
- Mentored individuals across domains and began honing my
managerial/leadership aptitude.


- Led the development of a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal.
- Successfully delivered the final product, which is now a crucial tool actively used within the organization.
- Taking the initiative to explore AI integration across diverse departments, identifying and implementing opportunities to leverage AI technologies.
- Proactively engineering innovative solutions to enhance operational efficiency and drive business success.
- Also my first leadership role: managed several interns and a couple
of employees, heading the AI department's operations

### Personal Sabbatical
###### *Aug 2022 - Nov 2022*

- During this period, I made a deliberate decision to take a hiatus to address personal health concerns.
- I encountered health issues due to multiple unchecked factors, which necessitated a break.
- The need for recovery was intensified after a challenging 5-day trek in the Himalayas, which resulted in some injuries.
- Additionally, I was diagnosed with severe deficiencies in vitamin D3 and B12.
- I proactively took time off from all professional commitments to focus on my health and well-being.
- deliberate decision to take a hiatus to address health concerns.
- diagnosed with severe deficiencies in several micronutrients and minerals.
- consumed several epistemological works to further my personal pursuits.

### Goldman Sachs: Analyst
###### *July 2022 - Aug 2022*

- I briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry.
- Although it was a shorter engagement, I had the opportunity to gain insights into the organization and its operations.
- 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.](https://people.iith.ac.in/vineethnb/index.html) on research to develop a generic transferability score for inter-domain transfer-learning tasks.
- Focused on computer vision applications within chip technologies.
- Leveraged expertise in Domain Adaptation (Transfer Learning) to address complex challenges and enhance knowledge in the field.
- Leveraged knowledge in Domain Adaptation (Transfer Learning) to
address relevant challenges.

### Goldman Sachs: Summer Analyst
###### *June 2021 - July 2021*

- Spearheaded initiatives to enhance cluster interpretability.
- Pioneered the development of a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning.
- Demonstrated proficiency in creating innovative solutions to streamline complex processes.
- 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

- Initiated and established the domain adaptation challenge for semantic segmentation, contributing to a workshop paper.
- Collaborated closely with IIIT Hyderabad
- Guided and mentored by [Prof. Vineeth N.B.](https://people.iith.ac.in/vineethnb/index.html) and [Prof. C.V. Jawahar](https://faculty.iiit.ac.in/~jawahar/), esteemed experts in the field.
- helped organize a [domain adaptation challenge](http://cvit.iiit.ac.in/autonue2021/challenge/) for semantic segmentation, contributing to a workshop paper.
- Guided and mentored by [Prof. Vineeth N.B.](https://people.iith.ac.in/vineethnb/index.html) and [Prof. C.V. Jawahar](https://faculty.iiit.ac.in/~jawahar/)

---
## Projects

| project | desc. | tools and skills |
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------|
| [Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection](https://rajpatil.dev/post/guinness-dedup-anomaly/) | was responsible for filtering the collected images (scale of 1.4e6) (checkout blog link for more context) | can't say, signed an NDA |
| [Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection](https://rajpatil.dev/post/guinness-dedup-anomaly/) | was responsible for filtering the collected images (scale of 1.4e6) (checkout blog link for more context) | signed an NDA |
| [Quantum Error Correction Codes](https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_8/Quantum_Computing/Quantum_Project.ipynb) | created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation | Qiskit |
| Tic-Tac-Toe Reinforcement Learning | tested out RL algorithms with random and heuristics based agents | Pytorch |
| [Option Pricing via Monte Carlo Simulations](https://github.com/rajp152k/coursework_IITH/tree/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/MA4340/CS18BTECH11039_MA4340_PROJECT) | delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) | Python, Stochatic Calculus |
Expand Down Expand Up @@ -161,12 +179,12 @@ sidebar: false

### [FitSoc](https://instagram.com/fitsoc_iith) 2021-2022

- Founded and established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach.
- organically bootstrapped the community, currently comprising over 200 active members.
- 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](https://github.com/IITH-Epoch) (The ML club of IIT Hyderabad) - 2019

- Pioneered and conducted the [inaugural session](https://github.com/IITH-Epoch/Session-1-2019-10-03) of the club.
- Conducted the [inaugural session](https://github.com/IITH-Epoch/Session-1-2019-10-03) of the club.
- The session centered on exploratory data analysis utilizing key
tools and libraries, including Pandas, NumPy, SciPy and matplotlib.

Expand All @@ -176,16 +194,3 @@ sidebar: false
time at IIT-Hyderabad
- created several social awareness posters regarding various societal
issues

---

## Achievements

- Powerlifting Gold(deadlift) and Silver(bench) Medal : IITH Milan
(Interhostel General Championship)
- authored 3 blogs overall (this is my third one), each with a
regular interational readership.
1. First one was based on philosophy
2. Technical blog with philosophical ramblings
3. (current) Epistemological blog where I write about everything
(mostly Lisp and Data Science other than the usual ramblings)

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