I build AI-powered products and ship the internal tools that make teams move faster. Currently focused on helping B2B companies turn AI capabilities into customer and revenue impact.
| Project | What it does |
|---|---|
| livedata-lumen-case-study | LiveData's first AI product — natural language OR data queries via MCP agent loop, multi-hospital config system, training data foundation for future domain SLM (TypeScript / AWS Bedrock / MCP) |
| livedata-context-engine-case-study | AI knowledge engine adopted org-wide — department-specific engines for sales, CS, PM, and marketing with smart context routing and MCP integration (TypeScript / Next.js / RAG) |
| livedata-sitehealth-case-study | VA hospital site health dashboard — AI document extraction from field reports, health scoring across 85+ sites, portfolio-level trends (Python / FastAPI / React / AWS) |
| roi-calculator-case-study | AI-powered sales ROI calculator — deterministic math + conversational what-if agent + audience-specific pitch generation, used in active sales conversations (Python / FastAPI / Claude API) |
| content-amplifier-case-study | AI content repurposing engine — transforms transcripts into LinkedIn posts, email sequences, and blog posts in brand voice (React / Claude API / Supabase) |
| Project | What it does |
|---|---|
| public-surgical-data | Federal surgical data pipeline — ETL framework aggregating CMS, AHRQ, and VA data into a unified schema; 1.3M+ records, 10 collectors, VA hospital complexity tagging (Python / PostgreSQL / SQLAlchemy) |
| strategylive | Real-time AI sales coach for Google Meet — captures mic + tab audio, transcribes locally via Whisper, delivers live coaching suggestions through a browser extension overlay (Python / Whisper / Claude / Chrome Extension) |
| DailyStrategy | AI-powered competitive intelligence briefing tool with MCP server backend, deployed on Vercel (TypeScript / Next.js / Python / MCP) |
| competitive-intel-v2 | Competitive intelligence platform — RSS monitoring, GPT-4 analysis, automated email delivery (Python / FastAPI / PostgreSQL) |
| pm-prioritization-tool | Interactive impact vs. effort matrix for feature prioritization, with value-score ranking and PNG export (React / Tailwind) |
Languages — Python, TypeScript, JavaScript AI/ML — Claude (Anthropic), OpenAI GPT-4, Whisper, tool-calling agents, RAG, MCP, prompt caching, AWS Bedrock Backend — FastAPI, Node.js, PostgreSQL, Supabase Frontend — React, Tailwind CSS, Next.js, Vite Infra — AWS (App Runner, RDS, S3, CloudFront, Lambda), Vercel, Railway, Docker