Operational Architecture.

Technical Architect & Developer

Eliminate latency and noise in high-volume job tracking by building an AI-powered candidate-matching platform.

Architected a multi-source aggregation engine scraping job boards via RSS and JSON-LD extraction. Built AI ranking system using Groq API to grade listings (A-F) against candidate profiles with written reasoning. Engineered automated daily digest pipeline delivering top job matches to a dashboard and personalized newsletters.

Deployed a zero-infrastructure SaaS prototype with AI-driven relevance scoring that cut manual review time from hours to minutes. Built for white-label deployment across specialized hiring verticals.

Technical Architect & Developer

Eliminate latency and noise in sports injury tracking by building a real-time, automated intelligence platform.

Architected a serverless full-stack solution using Supabase (Postgres), React + Vite, and Cloudflare Pages. Built an automated ingestion engine via Google Apps Script to normalize NFL API streams and trigger personalized alerts via Resend.

Deployed fantasyinjurytracker.com, a live automated platform processing injury updates every few minutes with zero manual oversight.

Strategy & Operations Manager

Streamline multi-million dollar budget operations and fix global variance management.

Engineered a robust automated ETL pipeline (Google Sheets-to-Snowflake) using Python/dbt and AI-assisted coding.

Achieved 100% reporting reliability, eliminating manual data entry and standardizing workflows globally.

Technical Product Manager

Launch a complex compliance product for a major technology client under aggressive deadlines.

Delivered requirements and coordinated engineering sprints while managing client expectations to accelerate deployment.

Delivered end-to-end in just 1.5 months (industry standard 3-6 months), unlocking new revenue streams and long-term engagement.

Director of Operations

Design and execute a statewide COVID testing program from scratch.

Built operational models, logistics workflows, and data pipelines to serve thousands of students across multiple districts.

Scaled to generate $7.8M annual revenue, improved throughput by 40%, and reduced invalid samples by 15%.