Showcase
Competitions⌗
1. NIBC Global Investment Banking Competition⌗
- Conducting Comparable Company Analysis, Precedent Transaction Analysis, Discounted Cash Flow (DCF) Valuation, and Leveraged Buyout (LBO) Modeling for Bumble (BMBL)
2. Inter-IIT Tech Meet 12.0 | Trading Strategies⌗
- Implemented trading strategies using technical indicators like RSI, RVI, MACD, WBS, Supertrend
- Developed backtesting frameworks from scratch on Python & using standard libraries such as BackTrader
- Implemented advanced exit strategies, including trailing stops, ATR-based stop losses, and take profit measures
- Achieved 18X buy and hold returns on a 4 year period, while limiting average dip per trade to 6.3%
3. IEEE IROS Humanoid Robot Wrestling Simulation Competition 2023⌗
- Achieved 2nd position worldwide in the wrestling simulator competition organised during IEEE IROS 2023 conference
- Simulated a calibrated NAO Robot and implemented a strategy for wrestling matches against other international teams
- Used a YOLOv5 model along with image processing for recognizing the position and depth of the opponent robot
Projects⌗
1. Intelli Invest | SnT Council⌗
- Mentored 20+ freshmen on investment principles, including value and growth investing, as well as portfolio optimization
2. Financial Networks under Prof. Anindya | IIM-A⌗
- To analyze networks in financial markets and their dynamics using statistical methods, and validate the findings
3. Soccer Simulation | Prof. Soumya Ranjan Sahoo⌗
- Developed RL agents using PPO and A3C in C++ for a two-team game, implemented rcssclients for server-client communication, coordinated player movements, and built a logfile protocol to analyze game dynamics
4. Applications of Machine Learning | Course Project | Prof. Purshottam Kar⌗
- Developed linear ML models to analyze Cross-Connection PUFs, implemented decision tree learning for a word-guessing game, evaluated linear classifiers and derived model validity
Technical Skills⌗
Category | Technologies |
---|---|
Languages | C, C++, Python, Java, Javascript, R |
Libraries | Numpy, Pandas, ScikitLearn, Matplotlib, TensorFlow, PyTorch |
Utilities | Git, Github, SQL, MongoDB, Shell, Linux, React |