Work
Selected work
Case studies across quantitative finance, financial data engineering, product management, and strategy.
04 / AI · LOB
Explainable Machine Learning for BTCIRT Limit Order Book Dynamics
A multi-study research redesign for Nobitex BTCIRT limit-order-book snapshots under sparse sampling — with leakage controls, LOB incremental-value tests, and SHAP / permutation / ablation explainability.
01 / QUANT · CRYPTO
Cross-Exchange Cryptocurrency Arbitrage Analysis
A multi-exchange analytical pipeline for evaluating whether apparent cryptocurrency arbitrage opportunities remained profitable after realistic market frictions.
02 / QUANT · OPTIONS
Put–Call Parity Arbitrage Detection in the Iranian Options Market
An empirical detection system for identifying economically attainable put–call parity violations in Iranian equity options.
03 / PRODUCT · FINTECH
Real Estate Crowdfunding Platform
End-to-end product leadership for a real estate crowdfunding platform, from strategy and roadmap development through MVP launch.