Senior Technical Program Manager · Amazon Web Services
Turning generative and agentic AI into systems enterprises actually run.
Twenty years across engineering, product and program leadership. Today I work with AWS’s most strategic customers and partners on AI/ML prototyping, enablement and scale.
Now · Sep 2026
WritingTwo IEEE papers this year: inference orchestration (HSI) and AI-augmented product discovery (IRAI)
FocusAgentic prototyping with AWS partners in Financial Services and Retail
NextAWS re:Invent 2026 · Executive Briefing Program · December
More about me →20+Years · engineer → PM → TPM
50+AI/ML prototypes led
6Articles →4Talks and conferences →2IEEE white papers →4Industries →The agentic factory
Agentic solutions, applied industry by industry.
01Healthcare & Life SciencesGenerative AI for research and regulated operations.3 articles →02Retail & Consumer Packaged GoodsDocument intelligence, customer care and the AI-driven lifecycle.2 articles · 1 talk →03Financial Services & InsuranceLow-latency, cloud-native systems for markets.1 article →04Media, Entertainment & AdvertisingBrand agents and AdTech, taken from prototype to production.1 talk →
Plus cross-industry work · 2 talks · 2 papers →Writing
All 6 articles →Latest writing
Jun 2, 2025Fast-track SOP processing using Amazon BedrockAccelerating standard operating procedure processing with Amazon Bedrock and generative AI.Article · Healthcare & Life SciencesAWS Machine Learning Blog ↗May 28, 2025A generative AI prototype with Amazon Bedrock transforms life sciences and the genome analysis processHow a generative AI prototype on Amazon Bedrock speeds up genome analysis for life sciences research.Article · Healthcare & Life SciencesAWS Machine Learning Blog ↗Nov 25, 2024Common Patterns in Healthcare & Life Sciences (HCLS) IndustryArchitecture patterns and practices that repeat across healthcare and life sciences workloads on AWS.Article · Healthcare & Life SciencesLinkedIn ↗Nov 13, 2024Revolutionizing Retail & CPG Industries with IDP: The Future of Automated WorkflowsHow intelligent document processing, generative AI and agentic workflows are transforming document-heavy processes in retail and consumer packaged goods.Article · Retail & Consumer Packaged GoodsMedium
White papers · IEEEBoth papers →
IRAI 2026 · Melbourne · Sep 2026AI-Augmented Product Development: A Responsible Methodology for Human-AI Collaboration in Enterprise Product DiscoveryA four-phase methodology with human decision gates; about 20× end-to-end discovery cycle compression across two enterprise deployments.HSI 2026 · Sarajevo, remote · Jul 2026Adaptive Inference Orchestration for Enterprise AI Assistants: Tiered Routing and Conditional Execution78.5% fewer unnecessary inference cycles, measured in a three-week enterprise deployment; a projected 90.9% total cost reduction with tiered routing.
Talks and conferencesAll 4 →
Sep 2026MelbourneIRAI 2026 · IEEE Responsible AIAI-Augmented Product Development: A Responsible Methodology for Human-AI Collaboration in Enterprise Product DiscoveryJul 2026SarajevoRemoteHSI 2026 · IEEE Human System InteractionAdaptive Inference Orchestration for Enterprise AI Assistants: Tiered Routing and Conditional ExecutionJan 2026New YorkNRF 2026 Big Show · AWS booth theaterFrom Prototype to Impact: Accelerating retail innovation with the AI-driven lifecycle (AI DLC)Oct 2025HonoluluICCV 2025 · CVAM workshopBuilding Brand Agents: Accelerating AdTech Innovation through AI-DLC
The other pathWhen I’m not working, I’m chasing light. Step into the Wild →