Quantifiable impact across Fortune 500 enterprises, Wall Street institutions, and billion-dollar payment platforms.
Established enterprise-wide AI Center of Excellence for a global semiconductor manufacturer with standardized LLM evaluation benchmarks (MMLU, HumanEval), rigorous model selection frameworks across GPT-4o/Claude/Llama 3, and centralized prompt governance. Spearheaded Agentic AI deployment using LangGraph and AutoGen, slashing compliance review cycles by 40% and enabling autonomous document analysis workflows.
Centralized Gen AI framework with LangChain, Azure OpenAI, and Pinecone across 8+ business units. Production RAG with hybrid search, Cohere re-ranking, and NeMo Guardrails for hallucination mitigation in regulated pharma.
Led end-to-end enterprise AWS migration for $6B+ retail operation. Engineered ML demand forecasting using Spark MLlib processing 50M+ SKU-level transactions with predictive accuracy improvements of 35%+. Deployed AWS IoT for autonomous warehouse environment monitoring. Integrated Salesforce CRM with SAML SSO across distributed retail operations.
Co-Architected the transaction infrastructure behind Zelle® — now processing $1T+ annually across 2,100+ financial institutions. Co-Architected Authentify®, the identity verification platform securing millions of financial transactions. Engineered Hyperledger Blockchain double-blinding for real-time fraud prevention. Led application portfolio rationalization across 200+ enterprise systems.
Modernized 35-year-old Ginnie Mae Mortgage-Backed Securities platform handling billions in daily transaction volume. Architected high-frequency MUNI bond trading systems at Citigroup. NIST-compliant security architecture, SOA governance, real-time transaction monitoring, and analytics-driven decision intelligence for Wall Street’s most demanding environments.
Among the first 100 globally to build a ChatGPT plugin (April 2023).
Active contributor to Open Claw open-source initiative for robotic manipulation and embodied AI.
Keynote speaker at enterprise tech conferences. Author of white papers on Agentic AI and responsible AI governance.