Architecting
Quality &
Automating
Complexity.
Building specialized test architectures and firmware validation frameworks forglobal industry leaders. Currently focusing on hardware-in-the-loop and automation systems.
18+ Years
Industry Experience
IoT & Firmware
Systems Validation
Automotive
Infotainment & EV/AV
Safety Critical
High Integrity Data
Engineering experience at
Featured Projects
California WARN Pipeline
Live layoff intelligence from raw government filings
A fully automated data pipeline for the California WARN Act. Engineered for surgical precision, it transforms raw government filings into live actionable intelligence using ETag caching, MD5 verification, and GitHub Actions CI/CD — running twice daily with zero human intervention.
Adhan Audio Caster
AI-orchestrated IoT prayer time automation
An advanced IoT orchestration layer for automated prayer-time notifications. Integrates Raspberry Pi with Sony Android TV via ADB, managing media states and low-level system commands. Built from scratch using AI pair programming—compressing a 3-week engineering cycle into 4 days.
T-Mobile Bill Automation
From manual PDF parsing to fully automated billing pipeline
Originally a manual Python script to parse T-Mobile family plan PDFs and split costs, it was transformed into a fully automated, event-driven E2E system. The Mac Folder Action watches ~/Downloads and instantly processes new bills, calculates splits, and sends Zelle-ready summaries via email.
AI-Native Engineering
AI pair programming reduces development cycles by 65–90% for experienced engineers, with quality metrics that meet or exceed manual baselines.
— From the AI-Driven Development Whitepaper
Lab Notes
Project deep-dives, whitepapers, and thought leadership on engineering quality and AI-native development.
Building California WARN Pipeline: Live Layoff Intelligence from Scratch
How I built a fully automated data pipeline that transforms raw California WARN Act filings into live, actionable layoff intelligence — running twice daily with zero human intervention.
Adhan Audio Caster: Engineering IoT Automation with AI
A deep dive into building a prayer-time IoT orchestration system with Raspberry Pi, ADB, and Sony Android TV — compressed from 3 weeks to 4 days using AI pair programming.
Let's Build Something Together
Open to senior engineering and QA leadership roles. Interested in firmware validation, test architecture, and AI-augmented quality systems.