Open to opportunities

Jay chouhan

@jaychouhan1

Message

AI/ML Engineer specializing in GenAI, LLMs, RAG, and vector search.

India

Message

What I'm looking for

I seek roles building production GenAI/LLM systems end-to-end, with emphasis on scalable backend architectures, RAG/vector search, agentic workflows, and a collaborative, delivery-focused engineering culture.

I am an AI/ML engineer with 6+ years building scalable, secure, high-performance systems using Python and Ruby on Rails, focused on LLM applications, RAG pipelines, embeddings, and vector search.

I design backend architectures, build REST/GraphQL APIs, optimize performance, and deploy cloud solutions on AWS and Azure, enabling production-ready GenAI features across cross-functional teams.

I have led projects including AI-powered real estate intelligence and ESG automation, implemented agentic workflows and MCP-style tool integrations, and consistently improved system reliability through caching, DB tuning, and CI/CD practices.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer (GenAI)

Current

Independent / Contract

Nov 2022 - Present (3 years 3 months)

Built and deployed GenAI applications and RAG pipelines for document intelligence and semantic search, improving retrieval relevance and enabling production-ready LLM features for clients. Designed agentic workflows and MCP-style tool integrations to automate multi-step processes and standardize service calls.

Python Ruby on Rails RAG Vector Search Prompt Engineering Embeddings

Lead Software Developer

Previous Role

Aug 2019 - Oct 2022 (3 years 2 months)

Led backend development for eCommerce and sustainability platforms, implementing CI/CD and query optimizations that improved performance and delivery cadence. Delivered production-grade modules and drove architecture improvements for data-intensive components.

Ruby on Rails PostgreSQL Database Optimization CI CD REST APIs Performance Tuning Scalability Redis

Education

Degrees, certifications, and relevant coursework

Birla Institute of Technology and Science, Pilani

Bachelor of Technology, Computer Science

2015 - 2019

Completed a Bachelor of Technology in Computer Science with coursework and projects covering software engineering, algorithms, and system design from August 2015 to June 2019.