Nithin Ganesh P K

I am an AI Engineer with hands-on experience building end-to-end machine learning and generative AI systems, from data analysis and model fine-tuning to deployment-ready architectures. I have implemented multi-agent LLM orchestration and automated code-generation solutions that solve real-world problems.

My project work includes designing a multi-agent LLM architecture with shared memory using LangGraph, deploying locally with Ollama, and building a high-throughput chatbot optimized for latency and monitoring. I have parsed and analyzed SEC 10-K and 10-Q filings and built AI-driven financial chatbots and predictive frameworks for risk assessment.

I am passionate about production-grade AI solutions, strong in Python and modern ML tooling (LangChain, LangGraph, Ollama, FastAPI), and focused on delivering reliable, grounded models with robust evaluation and monitoring.