HFT Strategy Backtesting Engine
- Built a custom Python engine to backtest HFT strategies using RSI, Bollinger Bands, SL/TP logic.
- Loaded tick data from CSVs, calculated rolling statistics, and evaluated portfolio performance.
- Implemented trade tracking, Sharpe ratio analysis, and parameter optimization with Matplotlib/Pandas.
ClassConnect – QR-Based Attendance Platform (In Progress)
- Developing a full-stack web app to manage classroom attendance in real-time using QR code validation.
- Using the MERN stack to handle backend validation and dynamic front-end rendering.
- Collaborating with a professor to scale it into an EdTech product aimed at easing class management.
Pharmaceutical Inventory System
- Designed a robust inventory manager using Java OOP principles (encapsulation, inheritance, polymorphism).
- Automated financial calculations and reduced input errors by 15% while increasing processing speed by 25%.
- Enabled real-time inventory tracking for pharmaceutical stock, improving business workflow.
Code Analysis Tool (CAT)
- Created a desktop application using C#, .NET, and WPF to analyze Java project codebases.
- Extracted metrics like LOC, classes, inheritance, and conditionals to help visualize code complexity.
- Reduced manual code review time by 25% and improved accuracy to 90% over 10+ Java files.
