About Me

Kumar Katariya
AI/ML Engineer

I build production-grade AI systems that solve real business problems. Based in Ahmedabad, India, I work with clients globally — from early-stage startups to enterprise teams — helping them move from AI idea to deployed product.

My focus is the full AI/ML stack: architecting RAG pipelines and multi-agent systems, training deep learning models, deploying scalable APIs, and building the dashboards that make insights actionable. I care deeply about code quality, explainability, and shipping things that actually work in production — not just in notebooks.

Outside client work, I compete on Kaggle (Top 4% globally, Notebooks Expert), contribute open-source ML projects, and write about AI on this blog. I believe the best AI engineers are also strong communicators — I translate technical complexity into language that helps non-technical stakeholders make better decisions.