Kasi M

Senior Machine Learning Engineer Generative Ai Llms Nlp Azure Ml @JPMorganChase

Chicago, IL, US

Designing and deploying Generative AI, LLM, and ML systems to support equity trading, time-series forecasting, and quantitative analytics.Key Achievements• Built end-to-end ML pipelines in Azure ML + PyTorch for tick-level forecasting and volatility modeling.• Developed LSTM/GRU models improving short-term signal accuracy and trade timing.• Created a GPT-4-powered Equity Analysis Assistant using LangChain + Azure OpenAI for automated insights.• Implemented RAG pipelines (FAISS/ChromaDB) to ground LLM responses in market fundamentals.• Deployed multi-agent LLM systems (LangGraph/AutoGen) for strategy validation & scenario analysis.• Containerized workloads and deployed on AKS with CI/CD (Azure DevOps, GitHub Actions).• Automated data ingestion from Bloomberg & FIX Protocol using ADF + Synapse.• Built real-time Power BI dashboards for PnL, signal confidence, drift & performance monitoring.• Trained RL agents (OpenAI Gym + PyTorch) for execution optimization.Specialities: Generative AI, LLMs, RAG, LangChain, Azure ML, PyTorch, MLOps, Multi-Agent AI, Time Series, Forecasting, AKS, CI/CD, Financial ML