Securing the intersection of Machine Learning and Systems Architecture. My work focuses on applying AI and machine learning to cybersecurity. I design systems that automate offensive and defensive security workflows, enabling large-scale vulnerability discovery, adversarial testing, and automated purple teaming.
| Project | Designation | Focus Area |
|---|---|---|
| StillSound Studio | Creator & Lead Maintainer |
Pause YouTube. Play Spotify. Automatically. |
| TorqueX Autos | Co-Founder |
Automotive media & intelligence platform delivering industry news, vehicle analytics, comparisons, and discovery tools |
| VCHOP | Lead |
Browser security & API interception logic |
| ScamuraiX | Lead |
AI-driven threat modeling & NLP risk scoring |
| Mylo | Founder & Architect |
Python-based secure browser architecture (IPR Phase) |
| Purple Pipeline | Researcher |
Automated adversarial testing for ML deployments |
- Snorkel AI (via Airdawg Labs): Contributing to Project Terminus, Marlin, and Tuna.
- Law Enforcement Tech: Developed identification systems for tracking digital hoax threats.
- Architecture: Deployed scalable full-stack ecosystems including Occazio and Fall Guardian.


