AI Architecture
Interactive Lab ⚡
Startups & Building
Healthcare Transformation
Impact & Case Studies
Author & Research
Creative Experiments
Speaking & Ideas
Career & Credentials
🔎RAG & Knowledge SystemsVIEW DIAGRAM
🧩AgentsVIEW DIAGRAM
🛡️LLMOps & GuardrailsVIEW DIAGRAM
🧠Amazon BedrockVIEW DIAGRAM
🏆 #1 BEST SELLER
The Quiet ReWrite · ★ 5.0 on Amazon
amazon.com · barnesandnoble.com
🎓
Research papers · 200+ citations
academia.edu
📈 225+ StartupsHealthcare & life sciences startups advised at AWS — trusted by CEOs, CIOs, CTOs, and founders
☁️ AWS Cloud ExpertiseBedrock · SageMaker · Lambda · Step Functions · Redshift · Glue · OpenSearch · DynamoDB · EKS — HIPAA / HITRUST-aligned architectures
🏥 Healthcare domains I work across
- Payer — claims · prior auth · VBC
- Provider — clinical workflows · RCM
- Pharmacy — PBM · ePA · meds intel
- Digital Health — virtual care · AI-native
- Life Sciences — trials · discovery
1.8M MembersPrior-auth & medical review automation at Blue Shield of California (~40% of members)
$3M / yr SavingsReal-time eligibility services integrated with prior-auth platforms
85% AutomationPharmacy ePA via NCPDP — ~100K real-time transactions per month
"Akshara & The Not-So-Evil Rats Party" — an AI-animated movie for my daughter
youtube.com · Sora 2 / Veo 3.1 / Suno
Bedrock AgentCore Memory — AI Memory Forum · Computer History Museum
youtube.com · watch the talk
AWS re:Invent 2024 — Speaker · 2 sessions
reinvent.awsevents.com
⚡ What I'm exploring now
Agentic healthcare systems
AI memory and context
Healthcare workflow automation
AI-native startup architectures
Next-gen payer / provider platforms