Selected work

Production systems, calibrated AI, and operational platforms.

Each project below is labeled with its honest status — what runs in real hospital environments today, what exists as a calibrated prototype with a live demo, and what is published as a full architecture case study. No hype, just evidence.

Hospital sites in active deployment

800+

Assets tracked in production

193

Nations modeled with calibrated forecasts

Calibrated AI inference systems

Deployed in production

Running in real hospital environments today

The anchor case: an asset-tracking platform actively coordinating 800+ wheelchairs and clinical assets across four hospital sites, with chain-of-custody and lifecycle visibility.

Anchor system · Production deployment

ProductionCase Study

Multi-Site Hospital Equipment Tracking & Analytics System

Production healthcare-operations platform deployed across 4 hospital sites — 800+ tracked assets coordinated through QR / barcode workflows, lifecycle visibility, operational analytics, and real-time chain-of-custody.

Multi-site coordination across 4 hospitals
QR / barcode workflows for intake, dispatch, and return
Operational analytics on utilization, dwell time, and rotation
Lifecycle visibility from acquisition to retirement

Power Platform · Microsoft Lists · React · TypeScript · QR / barcode workflows · operational analytics

Read the case study

Deployment flow

Sites

QR Scan

Workflow

Lifecycle DB

Ops Dashboard

4 sites

deployed

800+

assets tracked

Multi-site

coordination

Chain

of custody

Applied AI systems

Calibrated inference for clinicians and planners

Architecture-first deep dives with live inference panels. Each one is a prototype backed by a calibrated surrogate of the trained model — published as a full case study with a working demo.

APPLIED AI / CLINICAL DOCUMENTATION

Clinical GenAI Agent & Analytics Pipeline

PrototypeAI-AssistedCase Study

AI-assisted rehab documentation pipeline that converts messy dictated therapy notes into structured recovery metrics and analytics-ready data — with validation, audit, and human review built in.

FastAPI, Python, PostgreSQL, LLMs, React, TypeScript

Product & operational work

Healthcare and fintech product prototypes

Workflow platforms with interactive console and mobile demos. Each ships as a full case study — same engineering discipline applied to healthcare logistics and personal finance.

CLOUD AUTOMATION + EVENT-DRIVEN SYSTEMS

Enterprise Healthcare Workflow Automation Engine

PrototypeCase Study

Power Automate flows, Azure Functions, and webhook orchestration wired into the Microsoft 365 ecosystem — built prototypes of the patterns that turn manual hospital handoffs into event-driven workflows.

Power Automate · Azure Functions · webhook orchestration · Microsoft Graph · operational alert systems

FULL-STACK PRODUCT ENGINEERING

SpendWise

PrototypeCase StudyDemo Available

Full-stack product platform demonstrating scalable application architecture, data modeling, and polished UX systems — a deliberate non-healthcare proof point for product-engineering breadth.

React Native, Expo, Node.js, PostgreSQL, Prisma

Let's build the next healthcare system.

I'm running a multi-site hospital equipment-tracking and analytics system in production, and I'm open to healthcare data, analytics, AI, and application engineering roles — remote, hybrid, or on-site. The best way in is a short conversation.

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