Provide end-to-end AI leadership consulting: AI/ML & GenAI strategy, use-case portfolio design, COE setup, AI team building, and roadmap execution for startups and growth-stage companies.
Designed and implemented a product architecture for Purchase Order (PO) data extraction from text PDFs and scanned images across multiple templates; achieved 100% accuracy in target acceptance scenarios. Defined KPIs (touchless rate, cycle time, exception rate) and ROI model tied to FTE savings and throughput.(Client : NumericaFusion).
Advised on cloud-native AI platform choices (LLM providers, vector DBs, orchestration frameworks) and MLOps patterns for reliable deployment, monitoring, and continuous improvement. (Client : NumericaFusion)
Guided founders and executives on governance, data strategy, and responsible AI practices, including privacy-by-design, auditability, and bias mitigation approaches. This is as volunteer advisor to the Hi2AI community an initiative by FTF (Financial Technology Frontier) FinTech media company.
Volunteer Chapter Leader for 3AI (AI & Analytics Community) for US & Canada.
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