Peter Yegorov
Machine Learning Engineer @ Neptune Technologies Inc. | Master of Science in Computer Science | Expertise in Agentic AI
- Role
- Machine Learning Engineer at Neptune Technologies Inc
- Location
- Kansas City, KS, US
- LinkedIn followers
- 500 followers
About Peter Yegorov
ML Engineer and Data Scientist | MS Computer Science
Experience
Machine Learning Engineer
Dec 2024 — Present
Building a full-stack application for law firms automating medical record retrieval from healthcare providers saving 100+ hours of weekly manual work.Developed multi-agent AI system for insurance law firm automating Bodily Injury and Property Damage claims workflows.Built IDP (Intelligent Document Processing) agents using OpenAI for text extraction, OCR for scanneddocuments, and rule-based + LLM hybrid approach for field extraction from insurance documents.Developed 9 trading strategies with 69% average annual returns using extensive EDA on 14,700 strategy variations, creating automated Excel reports with win rates, drawdowns, and performance metrics.Built multiple services processing 500+ financial data points daily using stock market data aggregators.Dockerized and deployed the services to AWS.
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