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Signed-off-by: (Bit-Mage) <[email protected]>
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(Bit-Mage) committed Dec 14, 2024
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| **Project** | **Synopsis** | **Principal Domains** |
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------|
| [Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection](https://thebitmage.com/post/guinness-dedup-anomaly/) | 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 |
| 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](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 | Quantum Computing |
| [Tic-Tac-Toe Reinforcement Learning](https://github.com/rajp152k/coursework_IITH/blob/536c1a74dcb877ee25eeb7708652e6d8fcde8c02/SEM_7/AI3000/A2/RL%20A2%20Q5.ipynb) | tested out RL algorithms with random and heuristics based agents | Reinforcement Learning |
| [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) | Stochastic Calculus |
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