Omkar Rajesh Magare

About Omkar Rajesh Magare

AI/ML Engineer with 4 years of experience delivering ML, NLP, and predictive analytics across finance, retail, and research. At BlackRock, developed domain-specific LLMs on 400K+ transcripts, improving prediction accuracy by 15%, and optimized Monte Carlo simulations, cutting runtime by 30%. Skilled in Python, TensorFlow, Spark, and distributed ML pipelines with 99% uptime. Proven in recommendation engines, fraud detection, and forecasting, ensuring measurable impact and compliance with SEC and Basel

Experience

1. Ai Ml Engineer

   BlackRock

   Sep 2024 — Present

   Developed and deployed domain-specific Large Language Models (LLMs) trained on 400K+ earnings call transcripts and 20+ years of financialdata, improving market reaction prediction accuracy by 15% over baseline models.• Designed and optimized Monte Carlo simulation workflows within Aladdin to perform risk management and portfolio stress testing, reducingsimulation runtime by 30% through parallelized computation and model tuning.• Built scalable ML pipelines using Python, TensorFlow, and distributed computing frameworks, enabling automated ingestion, preprocessing,and model retraining with 99% uptime in production environments.• Partnered with investment strategists and risk managers to translate financial requirements into AI solutions, ensuring model outputs alignedwith regulatory compliance (SEC, Basel and supported data-driven portfolio decisions across $9T+ in AUM.

Education

• California State University-Long Beach - College of Business

  MS in Information Systems, Education

• Savitribai Phule Pune University

  Bachelor of Engineering - BE, Computer Science