Public-health data product
HealthCode
A restaurant inspection intelligence app that turns fragmented public health records into searchable maps, rankings, risk signals, and restaurant detail workflows.
Projects
Building AI-powered projects that turn messy data, security workflows, and real-world problems into usable products.
Threat-intelligence corpus
OPTIC / OPTICLab
A threat-intelligence data platform that extracts structured actors, malware, IOCs, techniques, and relationships from vendor research into a public analyst corpus.
Live cybersecurity game
Threatdle
A daily cybersecurity deduction game that turns ATT&CK, MISP, and curated threat data into playable puzzles with server-side answer validation.
Market-intelligence pipeline
SPY GEX + AI Morning Call
An automated market brief system that combines SPY gamma exposure, VIX context, macro calendars, headlines, and AI synthesis into publishable daily output.
Compliance intelligence stack
EHS Intel Platform
An environmental, health, and safety intelligence platform that grounds company risk briefs in agency datasets, retrieval tools, and a streaming AI interface.
Adversarial AI lab
AI Security Testing Lab
A controlled AI security lab for testing prompt injection, jailbreaks, harmful output, and data-exfiltration behavior against a containerized chatbot runtime.