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From Reactive AI to Signal-First Intelligence
AI Platform ☁ Vertex

From Reactive AI to Signal-First Intelligence

Signals reduce noise. AI focuses on what matters. Doctors act with confidence.

No measured tradeoff Evidence before optimization
Baymax ER Nurse Assistant
GenAI ☁ Vertex Live

Baymax ER Nurse Assistant

Starts with an ordinary symptom, discovers what nobody mentioned, then changes course or stops safely.

Answer-only AI Evidence-to-action AI
MocktailVerse Bedrock
GenAI ☁ AWS Live

MocktailVerse Bedrock

Ask for a vibe, not an ingredient — AWS Bedrock RAG finds the drink that matches what you meant.

Keyword cocktail search Bedrock RAG platform
Healthcare Analytics on Microsoft Fabric
Data Eng ☁ Azure

Healthcare Analytics on Microsoft Fabric

Power BI you can code-review — openFDA drug-safety on Microsoft Fabric, deployed through the API with sub-1.3s DAX and counts that reconcile against GCP.

Dashboard-only BI Code-first Fabric stack
Multicloud Portability — One Contract, Three Clouds
Data Eng ☁ Multi

Multicloud Portability — One Contract, Three Clouds

The same openFDA fact runs on GCP BigQuery, Microsoft Fabric, and AWS serverless — and the counts, business metrics, and schema reconcile exactly. Moving the platform can't change the truth.

Vendor lock-in risk Moving can't change the truth
Realtime Fraud Detection
AI Platform

Realtime Fraud Detection

Catch fraud while it happens, not in tomorrow's batch — streaming features with zero data leakage.

Batch fraud scoring Streaming fraud engine
Pied Piper Legal Simulator
GenAI ☁ Vertex Live

Pied Piper Legal Simulator

Read a term sheet like a senior analyst — Gemini cites the clause, scores who it favors, and names the Silicon Valley episode it mirrors.

Google the term sheet Grounded clause advisor
Healthcare AI Data Engineer
Data Eng ☁ Vertex

Healthcare AI Data Engineer

The part of healthcare AI nobody sees until it breaks — a trusted BigQuery backbone where bad rows stop early, every number has a receipt, and the agent reads the clean layer.

Hope-Based Data Data With Receipts
Healthcare Forward Deployed Engineer
Solutions ☁ Vertex Live

Healthcare Forward Deployed Engineer

Built the forward-deployed handoff layer for hospital-safe AI triage — 21 acceptance tests, forced human review on high-risk cases, and a deployment package built to hand off.

Code with no handoff Hospital-ready handoff
Healthcare AI Data Platform
AI Data Eng Live

Healthcare AI Data Platform

B1→B5 trust layer: ingest, validate, reason, survive, govern. Every number traces to a file.

Before After