Principal Engineer · AI Researcher · Lecturer · GTM Strategy & Partnerships
Build difficult systems. Make them useful.
I build AI execution infrastructure, production ML, and scientific software. My path runs from GPS/navigation and Android/Linux kernel work through computational physics, genomics, autonomous-driving perception, build systems, and secure agent sandboxes.
| Project | What it does |
|---|---|
| ForgeFS | Isolated, auditable workspaces for concurrent coding agents: when two agents publish over each other, the second one's work survives as a fork. Rust. Try it. |
| SWFactory | GitHub issues to reviewed pull requests with coding agents, Airflow, and human approval gates. Alpha. Run the demo. |
| What T2T changed | GRCh38 vs the telomere-to-telomere T2T-CHM13 human reference, chromosome by chromosome, computed as 24 sandbox shards. Results and caveats. |
- AI systems. Principal Engineer, AI Systems at Incredibuild / islo.dev: sandboxes, CI runners, snapshots, caching, and build acceleration. Talks at Airflow Summit 2026, Nordic APIs Summit 2026, the Zenity AI Agent Security Summit, NYC 2026, and a Cambridge Systems Research Group seminar (Oct 2026).
- Genomics and computational biology. 3D genome architecture and Hi-C at Baylor College of Medicine and Rice (Nature Communications 2023, 2021); the ENCODE uniform analysis pipelines; CRISPR prediction at NRGene (OffRisk, gene-editing engine on AWS); cancer transcriptomics at Harvard Medical School (iScience 2026).
- Autonomous-driving perception. Deep learning and algorithms researcher at Mobileye; Executive VP Innovation Award.
- Physics. PhD, University of Houston: simulation, network science, and machine learning for actomyosin networks (PNAS 2020).
- Systems. Android and Linux kernel work at Marvell, container security at Twistlock, GPS and navigation algorithms at BAE Systems / Rokar.
- Teaching. Senior Lecturer and course coordinator for Engineering of Advanced Software Solutions at Holon Institute of Technology.
Publications: research index · Google Scholar (h-index 11).
- The Sandbox Shift: when isolated execution helps agent systems.
- CI Caching Is Not One Cache: a practical guide to GitHub Actions cache strategy.
- Evidence-Aware MapReduce for Forkable Compute: counting forked agent branches without mistaking a repeated error for consensus. Preprint, 2026.