Operator first. Products because the same problems kept repeating.

I’m Aditya. I build data infrastructure for a living, and I ship products because I got tired of watching the same platform fail in ten different companies.

Accenture → Monsanto/Bayer → energy-trading platforms → HTC as lead. I hired and ran the data team, put 700+ pipelines under SLA, and took RAG and MLOps out of demo-land. I now take a few senior engagements a quarter and spend the rest of the time on DataKru, AvaniGrid, and whatever ships next.

Master’s in Machine Learning & AI, Liverpool John Moores University. Based in Bangalore. Road trips and photography are how I think, not what I sell.

Proof, in short

• Led a 5-engineer data team
• 700+ production pipelines under SLA
• Metadata-driven platforms — ~80% faster to stand up a new pipeline
• GenAI / RAG shipped past demo stage

How we work

Free 30-minute teardown to map what breaks. Then a fixed $2,000 architecture sprint if it still makes sense. Implementation only after that — separate decision, clear scope.