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Ganesh Meti

@ganeshmeti

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Applied AI Engineer building RAG systems, agent workflows, and full-stack AI apps with TypeScript and Python.

India

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What I'm looking for

I want to build production-grade RAG and agentic AI systems with strong observability, source attribution, and reliable tool orchestration—shipping full-stack AI applications that are modular, measurable, and easy to debug.

I’m an Applied AI Engineer specializing in RAG systems, AI agents, and full-stack AI applications. I build retrieval pipelines and agent workflows with a production mindset—hybrid retrieval (pgvector + BM25) fused via Reciprocal Rank Fusion (RRF), plus cross-encoder reranking for stronger answers.

On top of that, I design agentic experiences with strict tool calling, ReAct-based reasoning, and step-by-step execution tracing to make decisions explainable. I’ve also shipped end-to-end products—from an AI video-to-quiz generator using Whisper + Mistral (with offline inference via Ollama) to a deployed AI job coach with Clerk authentication and Prisma ORM—while building and shipping MERN features as a Full Stack Developer Intern.

Experience

Work history, roles, and key accomplishments

Current

Full Stack Developer Intern

Current

Annam.AI

Jul 2025 - Present (11 months)

Built and shipped end-to-end features across multiple production MERN applications, improving backend scalability and resolving production issues in live environments. Integrated AI-powered educational content generation and voice AI using LLM APIs and Sarvam AI into user-facing applications.

MERN Stack TypeScript REST APIs Sarvam AI

Full Stack Intern

Colt Assist

Oct 2023 - Nov 2023 (1 month)

Developed and deployed full-stack MERN web applications, building and testing RESTful APIs for front-end to back-end communication. Delivered production-ready features through end-to-end development and API integration work.

MERN Stack RESTful APIs API Integration MongoDB