AI solutions that return 10x their cost.

Based in Bangalore, India (IST). I work with B2B SaaS and agencies across US, UK, and EU. I cover overlap hours for US East Coast mornings and most of the UK/EU working day. For US West Coast clients, I have weekly sync slots in their afternoon.

Book the 30-min discovery call. We talk through your situation, your AI goals, and any current pain. If there is a fit, I send a one-page scope memo within 48 hours with the recommended service tier, deliverables, timeline, and price. No proposals padded with fluff. If there is no fit, I will tell you and point you to the right alternative.

AI moves weekly. A custom RAG audit done in March is partly outdated by June. GEO platforms change their citation logic. Vector DBs ship new features. Most of my clients move to monthly retainers because the field demands continuous attention. Retainers also let me invest deeper in your stack vs jumping from project to project.

9+ years in production AI. Previously Chief Data Scientist at recruitRyte, where I led an 800M-profile vector search, 5M-profile/day scraping, and custom agents. Before that, 4.5 years as Chief Data Scientist at Glasssquid.io. Started in 2017 at Mesh Education. Client work with Alacer (fraud detection), FamePilot (ABSA), and Demandfarm (account research workflow).

Off-the-shelf tools (Intercom Fin, Ada, Glean, generic ChatGPT plugins) work for 80% of common use cases. The other 20% (proprietary data, custom retrieval, specific evals, multi-step agents, cost-constrained scale) is where custom AI delivers and SaaS tools quietly fail. The AI Implementation Audit tells you which side of that line your use case falls on.

Standard SOW. 50% on signing, 50% on completion for fixed-fee projects. Monthly invoicing for retainers, net 15. International wire or Wise. India GST-compliant invoicing for Indian clients. I form contracts under my Pvt Ltd / LLP entity.