AM

Hire Aashay M. - RAG Engineer

Generative Ai Engineer

4+ years
bhilai, chhattisgarh, india
Tata Consultancy Services

About aashay

Generative AI Engineer with 3.5+ years of experience designing and delivering end-to-end AI solutions across Large Language Models (LLMs), Agentic AI systems, and Retrieval-Augmented Generation (RAG). Strong hands-on expertise in building scalable, production-grade AI workflows using Python, LangChain, LangGraph, CrewAI, AutoGen, and vector databases such as ChromaDB and FAISS. Experienced in multi-agent orchestration, tool calling, prompt engineering, metadata filtering, and similarity-based ranking—often designing RAG systems without relying on LLMs for retrieval. Actively working with Model Context Protocol (MCP), custom MCP servers/clients, and agent-tool integrations for real-world enterprise use cases.

Key Skills

agentic aiagentic ragai agentsgenerative aimicrosoft azuremodel context protocolpythonretrieval augmented generationsql

Experience

Generative Ai Engineer

Current

Tata Consultancy Services

Working as a Generative AI Engineer at TCS, designing and delivering end-to-end enterprise AI solutions using Large Language Models (LLMs), Agentic AI systems, and Retrieval-Augmented Generation (RAG). Building scalable, production-grade AI workflows with Python, LangChain, LangGraph, CrewAI, AutoGen, and vector databases such as ChromaDB and FAISS. Expertise in multi-agent orchestration, tool calling, prompt engineering, metadata-based filtering, and similarity ranking, with a strong focus on LLM-free retrieval pipelines. Actively working with Model Context Protocol (MCP), developing custom MCP servers and clients, and integrating agent-tool ecosystems for real-world enterprise use cases.

Education

Chhattisgarh Swami Vivekanand Technical University

Bachelor Of Technology

Shri Shankaracharya Technical Campus

Bachelor Of Technology

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Common Questions

What is aashay's expertise?

aashay specializes in RAG Engineer, with expertise in agentic ai, agentic rag, ai agents, generative ai, microsoft azure.

Where is aashay located?

aashay is based in bhilai, chhattisgarh, india.

How much experience does aashay have?

aashay has 4+ years of professional experience.

How can I contact aashay?

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