Open to opportunities

Ashish Kumar

@ashishkumar56

Message

I build AI-powered RAG applications and secure full-stack web platforms using MERN, FastAPI, and Python.

India

Message

What I'm looking for

I'm looking for a full-stack or AI development role where I can build scalable RAG applications, LLM workflows, secure APIs, and production-ready web platforms. I'm open to relocation and remote opportunities.

At Englabs India Private Limited, I build production RAG pipelines, multi-LLM workflows, and FastAPI microservices for internal knowledge management and operational automation. I use LangChain and LangGraph to implement AI agents, while improving response accuracy and end-to-end latency through prompt, API, and database optimization.

I also developed CuraLink, an AI medical research assistant that reduced inference latency from 60 seconds to under 2 seconds by moving to Groq Cloud API. Across MERN applications such as TriSpace, I’ve implemented JWT authentication, role-based access control, REST APIs, database optimization, and admin moderation workflows.

Experience

Work history, roles, and key accomplishments

Current

AI Software Developer

Current

Englabs India Private Limited

Jul 2026 - Present (1 month)

Architected and deployed production RAG pipelines using vector databases for contextual query retrieval and internal knowledge management. Engineered scalable backend microservices and asynchronous REST APIs using FastAPI and Python, integrating multi-LLM workflows.

Vector Databases fastAPI Python LangGraph API Design Prompt Engineering Database Integration