Résumé
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As of Thu Oct 6 07:50:21 AM IST 2022:
Education
BTECH IIT Hyderabad (2018-2022)
- Major : CSE : 9.26
- Minor : AI : 9.50
Skills
Languages:
Python, Lisp (Racket, Common Lisp, Elisp), C++, C, Javascript, Haskell, Prolog, Eiffel, Vimscript
Tools:
git, Unix and GNU philosophies, Make, Emacs, Vim, PostGres, Qiskit,
Frameworks:
Pytorch, Numpy, Pandas, FastAI, cvxpy, Org-Mode, Hugo, Jekyll
Experience
Towards Transferability Metrics (Aug 2021 - May 2022)
- finding a generic transferability score for inter-domain transfer-learning tasks
- specific to computer vision applications on chips: in collaboration with KLA Tencor
Goldman Sachs Summer Analyst (June 2021 - July 2021)
- worked towards improving the cluster interpretability
- created a generic multidimensional hyperparameter grid search framework to automate model tweaking
CVPR 2021 Workshop paper | AUTONUE 2021
- setting the domain adaptation challenge for semantic segmentation
- resulted in a workshop paper: in collaboration with IIIT Hyderabad
Projects
| project | desc. | tools and skills |
|---|---|---|
| Quantum Error Correction Codes | created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation | Qiskit |
| Custum Deep Learning Framework | created a deep learning library from scratch | Pytorch, numpy, git |
| Option Pricing via Monte Carlo Simulations | delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) | Python, Stochatic 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) | — |
| WDGAF | Created plotting DSL using principals of compilers and published it to pip | python, lark, package publishing |
| Relational Databases and Data Hygeine | Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data | PostGres, SQL, python, shell scripting |
| Optimizing scheduling algorithms | researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO | — |
| Musical Chairs: Concurrency control | Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards | C++, Make |
| Chat Room App | created a command line chat room app using principles of socket programming | computer networks, python |
Extracurricular
FitSoc 2021-2022
- founded a fitness community to aid college students to manage their fitness pursuits
(hybrid athleticism) along with their academic goals
- is now an active group of 100+ members
Founding Core Member Epoch (The ML club of IITH) - 2019
- conducted the first ever session of the club
- based on exploratory data analysis using pandas, numpy and scipy
Achievements
- JEE ADV 2018 AIR 658
- Mensa score of 97 percentile
- Powerlifting Gold and Silver Medal : IITH Milan (Interhostel GC)