Om Umare
Quantitative Research Specialist
Charlotte, NC · umareh@gmail.com · 215-668-8302 · linkedin.com/in/omumare · github.com/umareh
Experience
London Stock Exchange GroupJune 2023 – Present
Quantitative Research Specialist (promoted from Senior Quantitative Research Analyst)
- Design and deploy ML models for pricing and valuation across complex financial instruments
- Build low-latency, real-time applications for asset evaluation and risk analytics
- Lead scalable analytics platform using Python, SQL, React, Docker, and Azure
- Maintain CI/CD pipelines for client-facing production applications
Group OneMar 2022 – Sep 2022
Trading Analyst · New York, NY
- Automated trading technology, strategy backtests, and options pricing models
- Tested SABR, GARCH, and SV volatility models for market-making
VenerableMar 2021 – Sep 2021
Quantitative Pricing Analyst · West Chester, PA
- Elevated Futures Pricer model (C#); migrated data to ETL-based SQL architecture
Education
Drexel UniversityGPA 3.8
M.S. Machine Learning Engineering · B.S. Computer Engineering · Minor in Mathematics and Finance
Credentials
CFA Level 2 Candidate · CFA Level 1 Passed · SIE
Skills
Technical: Python, C++, Rust, SQL, R, ML, Docker, Azure, AWS, React, Flask, CI/CD
Finance: Options, Fixed Income, Derivatives, SABR/GARCH/SV, Risk Models, Volatility, Backtesting
Research
- An Overview of Deep Learning in UAV Perception — IEEE ICCE 2024
- Long-Range Drone Detection Dataset — IEEE ICCE 2024