0 → 1 BUILD
Multi-agent classification platform
Designed and shipped an autonomous classification system with confidence-based routing, fallback chains, governance checkpoints, and audit-ready rationale.
HI, I’M VIVEK SHARMA
STRATEGY THROUGH EXECUTION
I turn complex, regulated workflows into products that teams can trust, adopt, and scale.
01 / ABOUT
WHAT I DO
I lead at the intersection of product strategy, AI systems, and enterprise operations. I take LLM systems from prototype to production—designing the architecture, evaluation, decision boundaries, and governance that let regulated customers safely switch automation on.
02 / SELECTED WORK
Selected outcomes across AI automation, platform expansion, and complex revenue workflows.
0 → 1 BUILD
Designed and shipped an autonomous classification system with confidence-based routing, fallback chains, governance checkpoints, and audit-ready rationale.
INTELLIGENT OPERATIONS
Prioritized expired terms, eligibility gaps, and quantity outliers into an exception queue—reducing manual review while protecting revenue.
SELECTED CAPABILITY
Tiered rebatesThresholds, attainment logic, tier qualification, and auditable rebate calculations.NET-NEW CAPABILITY
Defined calculation logic, eligibility rules, data models, and distributor notifications for contract structures the platform had never supported.
03 / EXPERTISE
04 / EXPERIENCE
Select a company to explore the role, scope, and outcomes.
Senior Solutions Architect → Product Strategy Lead
Served as a trusted product and architecture advisor across pricing, contracting, rebates, integrations, and large-scale SaaS modernization.
Senior Product Manager
Owned strategy and roadmap across chargebacks and rebates on a $50B+ life sciences platform, leading two product lines and four modules.
Sr. Manager, Product & AI Platform Strategy
Owned the vision, architecture direction, roadmap, and delivery of an AI-native Class of Trade platform—from concept to production in 16 weeks.
05 / HOW I LEAD
Good products make hard decisions clearer, faster, and safer for the people doing the work.
Adoption, accuracy, time saved, and value protected matter more than feature volume.
Explainability, graceful fallbacks, and human escalation belong in the architecture.
06 / CONTACT
HAVE A COMPLEX PRODUCT CHALLENGE?
I’m open to product leadership opportunities where AI, platform strategy, and meaningful customer problems meet.