Independent AI Consultant — Lead Forward Deployed Engineer
Client: Bio-Rad Laboratories — Fortune-500 US life sciences · APAC + US stakeholders · Bengaluru / remote
- Own the "AI Business Support — APAC" program end-to-end: intake, prioritization, architecture, build, UAT and rollout across 15+ initiatives spanning HR, Sales, Finance, Regulatory, Operations and IT.
- Built ADLC, a staged agent pipeline (S0–S9) with human decision gates and solution-owner agents holding full project memory — running 4–5 builds in parallel behind an operator console.
- Took HR's resume-screening problem from first brief to an SSO-hosted pilot in ten weeks: rubric + LLM two-layer scoring, bias critic, 7-role RBAC, audit trail, ~560 automated tests, DPDP Act considered from day one.
- Regulatory document AI for Saudi, Korea, AU/NZ and UK–China shipments — AI invoice extraction, ~20 auto-filled declaration variants, DocuSign routing; plus statutory HR automation meeting India's 48-hour full-&-final deadline.