Projects
Real-time Crypto Trading Bot
- Built a modular bot with signal-based strategy and live execution (backtested and deployed on Binance test net)
- Integrated WebSocket event listener and real-time volume/price signals
- Strategy tuning via PyTorch (parameter optimization ongoing)
- GitHub repo
Survival Modeling with DeepSurv (QRT Challenge)
- Modeled patient survival using linear CoxPH (sksurv) model and a PyTorch-based nonlinear DeepSurv model
- Focused on censored data handling, model interpretability and calibration
- GitHub repo
Image processing - Obstacle and Road Marking Detection via Classical Stereo Vision
This project implements a pipeline for obstacle and lane marking detection from stereo camera input, using traditional computer vision methods such as disparity estimation, edge detection, and Hough transforms.
Ray Tracer
Realistic rendering with reflection and shadows using recursive ray tracing.
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Petit Metro Simulator
Simulates train behavior under CBTC-based signaling systems, modeling tracks, signals, and station control.
Includes extensible train dynamic modules, train control system logic, and visualization of simulation results.
Below is a sample output showing a train adapting to speed limits and signal targets along the track.
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GitHub repo