Open to opportunities

Akshay Kathiriya

@akshaykathiriya

Message

Full Stack AI Engineer building production LLM agents, RAG, and AI workflow automation.

India

Message

What I'm looking for

I’m looking to operate as a founding AI engineer—owning architecture decisions, model and retrieval strategy, and building AI infrastructure from first principles. I want to ship production LLM agents, grounded RAG, and async automation that drives real workflows.

I’m a Full Stack AI Engineer with 3.5 years delivering production LLM agents, RAG pipelines, and AI workflow automation in NestJS and TypeScript. I architected LangGraph-based agent systems that convert Jira ticket requirements into runnable Playwright test suites, and I built enterprise RAG search with Milvus embeddings, in-app citation preview, and character-offset grounded retrieval.

I’m production-proven with async infrastructure across Redis, BullMQ, and AWS ECS, and I’m ready to operate as a founding AI engineer—owning architecture decisions, selecting models and retrieval strategies, and building AI infrastructure from first principles. I’ve also led full-stack product work with Next.js + Payload CMS and healthcare systems with HIPAA-compliant APIs and async processing via AWS SQS.

Experience

Work history, roles, and key accomplishments

Current

Full Stack Developer

Current

Keytoz Pvt Ltd

Dec 2024 - Present (1 year 7 months)

Architected a production LLM agent pipeline using NestJS, LangGraph, and LLM APIs to convert Jira ticket requirements into runnable Playwright test suites. Built AI workflow automation with Redis/BullMQ and AWS ECS, and delivered an in-app enterprise RAG search experience using Milvus embeddings with grounded, character-offset retrieval.

NestJS TypeScript LangGraph Milvus Embeddings Vector Search Prompt Engineering Playwright Jira Redis BullMQ AWS ECS PDF DOCX CSV XLSX TXT Retrieval Docker GitHub Actions CI CD Next.js Payload CMS

Full Stack Developer

Prestious IT Solution

Oct 2023 - Nov 2024 (1 year 1 month)

Built HIPAA-compliant REST APIs with Loopback 4 and React.js for a sleep-apnea monitoring platform. Implemented patient filtering by clinical criteria and integrated Twilio with AWS SQS for async microservice processing.

LoopBack React REST APIs Twilio SQS Microservices

Software Engineer Intern

Solute Labs

Jan 2023 - Sep 2023 (8 months)

Migrated a legacy Node.js/Express monolith to NestJS microservices. Built GraphQL APIs with Hasura and managed MongoDB-to-PostgreSQL migrations, containerizing services with Docker.