Shubham Ambavane

About Shubham Ambavane

AI engineer with 4+ years of experience designing and deploying enterprise-grade Generative AI solutions. I have successfully delivered 8+ production-ready GenAI applications, specializing in intelligent assistants, automation accelerators, and context-aware chatbots using advanced frameworks like LangChain, LangGraph, GraphRAG, CREW AI, and Retrieval-Augmented Generation (RAG).My expertise spans Azure OpenAI, Azure AI Foundry, and vector databases such as Azure PGVector, Azure AI Search and Redis Cache(for vectors), enabling scalable, high-performance AI systems. I have led cross-functional teams to deliver solutions that reduced operational costs by up to 90% and improved automation efficiency by 40%, consistently aligning with business goals and compliance standards.I have a strong foundation in Deep Learning and Neural Networks, with hands-on experience in Machine Learning and Multi-Agent Reinforcement Learning (MARL) for building intelligent, adaptive systems. My work includes model fine-tuning using PEFT techniques such as LoRA and QLoRA, enabling efficient domain adaptation and high-performance model optimization.In Generative AI, I also work with emerging standards and architectures such as Model Context Protocol (MCP) and Google A2A (Agent-to-Agent) Protocol, enabling interoperable and collaborative multi-agent ecosystems. My solutions leverage advanced NLP, RAG pipelines, and multi-agent architectures to deliver accurate, context-aware, and reliable AI-driven systems.As a Full Stack Developer, I excel in both backend (Python, Node.js, FastAPI, Express.js, PostgreSQL) and frontend (React.js) development, ensuring seamless system integration and user experience. My cloud experience spans Azure and AWS, including services like Cognito, SES, SNS, and S3, with deployments powered by Docker and CI/CD pipelines.I am passionate about building innovative, scalable solutions that deliver tangible business value. My approach combines strong engineering fundamentals, AI expertise, agile methodologies, and a commitment to continuous improvement.Let’s connect to explore how Generative AI, Deep Learning, Multi-Agent Systems, and Full-Stack Development can transform your business and accelerate innovation.

Experience

1. Data Scientist

   IBM

   Jul 2025 — Present

Education

• University of Mumbai

  Bachelor of Engineering - BE