AI Engineer
Darshil Kapadia
10 years at IBM India delivering computer vision, NLP, and agentic AI for global enterprises. I design, train, and ship end-to-end AI systems — from custom model fine-tuning to cloud-scale production deployment.
About
I'm an AI Engineer based in India with a decade of experience at IBM, building production AI systems for global enterprise clients — PepsiCo, Bacardi, Dow Chemicals, JSW, FAA, NedBank, Iffco-Tokio, and more. My work covers the full stack: data pipelines, model training and fine-tuning, agentic system design, and cloud deployment on AWS and Azure. I hold an M.Tech from IIT Kharagpur and a B.Tech in Electronics & Communication Engineering.
AI / ML
Languages
Cloud & Infrastructure
Databases
Projects
ICC Rankings Dashboard
In ProgressInteractive dashboard tracking team performance across ICC cricket tournaments, with a LangGraph-powered AI agent for natural language querying.
- ›LangGraph agent translates natural language questions into SQL queries over live PostgreSQL data
- ›Tracks team rankings, head-to-head records, and tournament statistics across ICC formats (ODI, T20, Test)
Experience
IBM India
Data Scientist / AI EngineerAug 2016 – Present- ›Built end-to-end computer vision, NLP, and agentic AI solutions for global enterprise clients including PepsiCo, Bacardi, Dow Chemicals, JSW, FAA, NedBank, and Iffco-Tokio.
- ›Fine-tuned large language models using PEFT techniques (LoRA, QLoRA) and aligned models with RLHF; deployed RAG and GraphRAG pipelines in production.
- ›Designed and deployed ML systems on AWS and Azure with Docker, Kubernetes, and full MLOps practices.
IIT Kharagpur
M.Tech — Telecommunication Systems Engineering2014 – 2016Dharmsinh Desai University (DDIT)
B.Tech — Electronics & Communication Engineering2009 – 2013Contact
Open to full-time AI engineering roles in India.