Cross-market spoofing and layering detection
M.Tech thesis under Prof. Ankur Kulkarni, IIT Bombay. Building methods that connect orders, cancellations, executions, price impact, and trading outcomes across related assets.
M.Tech, Systems & Control Engineering · IIT Bombay
I am an M.Tech student at IIT Bombay researching market manipulation and strategic trading behaviour in limit order books.
My thesis investigates cross-market spoofing and layering detection. I develop microstructural measures of non-bona-fide order flows, study the volume needed to distort an order book, and model volatility spillovers between manipulated assets and execution targets.
M.Tech thesis under Prof. Ankur Kulkarni, IIT Bombay. Building methods that connect orders, cancellations, executions, price impact, and trading outcomes across related assets.
Adapted the Diebold-Yilmaz framework to high-frequency order-book data to measure time-varying liquidity-to-price connectedness and volatility spillovers.
Built a multi-asset allocation system using a Gaussian HMM and convex optimization, with a leak-free walk-forward backtest.
Jun 2024 - Jun 2025 · Mumbai
Built and optimized low-latency trading infrastructure: an NSE exchange mock client, zero-copy C++ packet parsers, post-trade anomaly tooling, a real-time arbitrage dashboard, and co-location market-data ingestion.
Aug 2022 - Nov 2022 · Mumbai
Developed secure REST APIs, automated testing, JWT/RBAC authentication, and optimized MongoDB data pipelines.
M.Tech, Systems & Control Engineering · Expected 2027
B.Tech, Information Technology · 2024 · CPI 9.02/10
For research conversations or collaboration, get in touch at shubhshah@iitb.ac.in.