Bhanu M
Gen AI Engineer | Machine Learning | Natural language Processing | Generative Al | Azure
- Role
- Ai Engineer at Freddie Mac
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Bhanu M
Senior Database Developer having around 8 years of experience designing, scaling, and…
Experience
Ai Engineer
Oct 2024 — Present
Engineered agentic AI systems with multi-agent collaboration, dynamic tool orchestration, and memory-augmented reasoning using LangChain, LangGraph, and OpenAI Agents SDK, enabling autonomous decision-making for enterprise workflows.Designed and deployed Retrieval-Augmented Generation (RAG) architectures integrating semantic search and vector databases like Pinecone, FAISS, and Weaviate, enhancing context awareness and factual accuracy in LLM-driven applications.Delivered production-grade GenAI microservices using Python, FastAPI, and Spring Boot WebFlux, containerized with Docker, and deployed on Azure ML, Azure OpenAI, and Azure Functions for scalable real-time inference.Built validation and feedback pipelines incorporating human-in-the-loop review, factuality filters, and source citation systems to improve reliability and reduce hallucinations in generative outputs.Fine-tuned open-source LLMs (e.g, LLaMA, Mistral, Falcon) using LoRA and PEFT, applied advanced prompt engineering (zero-shot, few-shot, and chain-of-thought), and implemented reflection loops and context optimization for adaptive, high-accuracy AI behavior.
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