Engineer and researcher turned founder. I spent close to a decade in research before founding my own startups. Their fates varied: from acquisition to bankruptcy. I still do engineering and build startups.
Senior Staff Engineer on the founding AI primitives team, building the streams, workflows, and core primitives behind Chainalysis' AI and agentic products. Also leading the tiger team driving agentic-SDLC adoption across the engineering org.
Co-founded Shellment, a CNMV-regulated platform for tokenised investment in non-residential real estate. Took it from zero to a live first version with 200+ KYC'ed users, running an AI-driven SDLC end-to-end with no dedicated engineering team. Still evolving the platform the same way.
Co-founded Finisterra Labs and built Baselight, an LLM interpretability and verifiability platform (3,000+ registered users), on top of a query engine designed for structured data. Acquired by Chainalysis in 2026.
Running the models I depend on on hardware I own (Strix Halo + NVIDIA DGX Spark) instead of renting someone else's compute: local inference, all-day agent workloads, and custom agent tooling.
Self-hosted data lake over my entire digital footprint (writing, code, and every AI-agent session) with a RAG layer on top, so I can query my own history in natural language.
Framework to scale blockchain networks with custom VMs and syscalls. Enables hierarchical consensus and cross-chain interoperability for Filecoin and beyond.