Aditya Chopra
MTS@DE Shaw, India | prev. CSE@BITS Hyd
Working on distributed systems with python and typescript. Learning new things about dev, languages and frameworks everyday :)
What am I upto?
1. Happiest MindsConsultant InternJun 2021 - Jul 2021Bengaluru, India
- Consultant Intern in the Center of Excellence division.
- Developed a Deep Reinforcement Learning Solution to optimize a Multi Echelon Inventory Management System.
- Used PyTorch, and the Stable baselines 3 package to explore multiple policy gradient algorithms.
- Obtain approximately 27% better returns using the TD3 Model compared to the baseline policy
2. D.E. ShawSummer InternMay 2022 - Jul 2022Hyd, India
- Monitoring framework for tracking changes on a data source
- Decentralized backend services in python, with MongoDB as central data store | React-Redux web application
- Interactive selection and parsing of various HTML elements including tables, lists and grids
- Alert rule framework for sanity check of parsed data
3. Max Planck Institute for Software SystemsVisiting ScholarAug 2022 - Jan 2023Saarbrücken, Germany
- Implement contemporary papers including "Automatic Reward Design via Learning Motivation-Consistent Intrinsic Rewards"
- Used PyTorch and iterated over Stable baselines 3 to create the sparse environments and the algorithms
- Replicated and confirmed the results obtained by the original authors
4. NutanixIntern, MTSJan 2023 - Jun 2023Bengaluru, India
- Coming soon...