Founder & Principal Consultant — Eeshaanvi
Founded Eeshaanvi to do the work I spent 24 years doing inside large engineering organisations: standing up capability, and making AI programmes measurable rather than aspirational.
Applied AI & RAG architecture — retrieval-augmented and agentic systems for enterprise knowledge and operations workloads: grounding layer, retrieval evaluation, confidence thresholds and human escalation paths, plus the observability layer most deployments skip.
Outcome-based AI contracting — the commercial model I built and ran at scale: outcome definition, baseline validation, counter-metrics and anti-gaming design, so a programme is priced on result rather than headcount.
GCC setup & scale-up — engineering org design, second-line leadership build, delivery governance — drawn from building Bosch’s Vietnam centre from zero.
Engineering transformation & technical due diligence — org health diagnostics, architecture review, cloud cost engineering.