Projects

A from-scratch C++ engine that ingests live Level-2 market data from crypto exchanges (Coinbase, Kraken, Binance.US) and rebuilds the full limit order book in memory. On top of the reconstructed book sit a backtester for order-flow-imbalance signals, a passive market-making simulation with a queue-position fill model, and a short-horizon price-direction model evaluated walk-forward. I profiled and optimized the hot path — cutting per-row parse time about 6x and adding a cache-friendly flat-array book validated by a differential test against the reference — and added a live streaming pipe, Linux/Windows CI, and a zero-dependency browser dashboard that reconstructs any supported book live.

Built to understand HTTP and networking at a low level. Uses Java’s ServerSocket to accept raw TCP connections, manually parses incoming request lines and headers, and constructs HTTP responses by hand rather than relying on a framework like Spring.

Connected around 25 slum-dwelling families with donors for food, healthcare, education, clothing, and childcare. Streamlined donor matching, partnered with NGOs to validate needs, and expanded outreach to grow beneficiary support.

Published in the International Journal of Scientific Research in Computer Science, Engineering & Information Technology. Reviewed 48 sources (refined to 25), analyzing the benefits, challenges, and implications of AI-driven education models.