Om Umare
Senior Quantitative Research Analyst
Machine Learning Engineer with expertise in quantitative finance, real-time applications, and advanced analytics platforms.
Machine Learning Engineer with expertise in quantitative finance, real-time applications, and advanced analytics platforms.
I'm a Senior Quantitative Research Analyst at London Stock Exchange Group, specializing in machine learning models for financial instruments and real-time applications. With a strong background in Computer Engineering and Machine Learning, I've developed expertise in quantitative finance, risk assessment, and advanced analytics.
GPA: 3.8
C++, Python, Rust, C, VBA, MATLAB, Bash, C#, R, Linux
GitHub, CI/CD pipelines, Docker, Jira, Asana
SQL, PostgreSQL, NoSQL, AWS, Azure, ETL architecture
ML algorithms, deep learning, YOLO models, computer vision
SABR, GARCH, SV models, risk assessment, pricing models
SIE, Series 86, CFA Level 1, CFA Level 2 Candidate (AUG'25)
Bond pricing, yield curve analysis, and fixed income derivatives
Option pricing models, volatility analysis, and derivatives trading
Complex derivative instruments and structured products
Jan 2022 - Jul 2023
Pioneered the development of an advanced machine learning algorithm grounded in the YOLO model for robust object detection and tracking. Leveraged a diverse dataset comprising long-range drone signatures captured through Visual Sensors.
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