Projects
Products and platforms I've built, from a founded company to national-security systems. Some detail sits behind NDA; the outcomes and the approach don't.
- 2025–present
VIXRCofounder
Volatility intelligence for the S&P 500. VIXR turns 120+ quantitative signals, SEC filings, and news into explained, pre-market signals. Not just the number, the reasoning. Delivered via web, REST API, MCP, and WebSocket.
- 2026
AlbionIndependent project
A deterministic, LLM-free engine for detecting coordinated influence in social-media data. It infers each file's schema from the data rather than the column names, fingerprints near-duplicate content, and ranks coordinated amplification above organic virality. Every step is replayable and version-stamped for chain-of-custody, and served to analysts over a purpose-built protocol.
- 2026
ArionIndependent project
A knowledge-graph platform that compresses weeks of foreign-influence (FIMI) analysis into hours. It ingests 100+ languages of global news into a single PostgreSQL, Apache AGE, and pgvector engine, then auto-codes suspected campaigns to the DISARM framework with evidence links and an analyst confirm/reject feedback loop.
- 2025
PRISMαLogically.ai
A modular AI threat-detection and decision-intelligence platform I designed and built hands-on, spanning agent orchestration, LLM pipelines, full-stack, and secure deployment. Cut incident-response time by more than half for government customers, including in sovereign AI environments.
- 2020–2025
Narrative-intelligence platformLogically.ai · VP Product
Led product, engineering, and data science from seed to Series A: 0 to £8M ARR across government, defence, national security, and enterprise. Helped turn narrative intelligence from a vague problem into a recognised market category.
- Ongoing
Independent AI product workSelected engagements
AI products for financial intelligence, regulatory knowledge, defence, and operational decision support, taken from market discovery to paying customers in weeks, not quarters. Some of it is under NDA; the method travels.
Want something like this built?
I take AI products from a blank page to production. Tell me what you're trying to ship.
Currently taking on a small number of fractional, advisory, and build engagements.