Work ·
Systems I've built and run
30 systems across 12 fields, designed and built by me, or in build now. 13 are live or in use; the rest are built, prototypes or in development. Client details stay private.
Higher education
- Human capital management platform. HR and payroll with employee self-service, role-based access, an audit trail and AI-assisted reporting. Status: built.
- Library workflow and custody tracker. Tracks every step an item takes through a library. Status: live.
- Admissions and outreach CRM. Manages school outreach, applicants and follow-ups, with a KPI view for leadership. Status: built.
- Admissions workflow engine. Automates admission and transfer forms, with automated tests. Status: built, pilot not started.
- Academic performance tracker. Tracks office KPIs and faculty research output over time. Status: built.
- Leadership accountability dashboard. A leadership dashboard that tracks action items to closure. Status: live.
- Partnership selection platform. Shortlists and compares potential institutional partners against set criteria. Status: built.
- Protocol and occasions calendar. Keeps a year-round calendar of the occasions an institution's leadership marks. Status: built.
Sports
- Sports facilities and team tracker. Tracks team attendance and the use of sports facilities. Status: live.
Healthcare
- Clinical AI agent stack. AI agents that review clinical records, tested before they touch real data. Status: in development.
Banking and finance
- EDGE. A decision intelligence platform for banks and financial institutions. Status: built.
Wealth and advancement
- High-net-worth prospect tracker. Prospect intelligence for advancement and wealth teams. Status: in development.
Sales and growth
- Lead generation and client CRMs. Finds and qualifies leads and runs outreach on client CRMs. A human sends every message. Status: live.
- Message testing. Tests messages before they go out. Status: built.
- Government opportunity tracker. Tracks public contract awards and upcoming opportunities. Status: live.
- Funding opportunity radar. Tracks funding opportunities. Status: live.
AI visibility
- AI answer-engine tracking. Tracks how AI assistants describe an organization over time. Status: live.
- AI visibility measurement protocol. A published method for measuring AI recommendations. Open it. Status: live, public.
Media and markets
- Epirroi Media Monitor. Continuous media tracking with recurring reports. Status: built.
- Content testing. Tests video content before release. Status: built.
- NYMM Market Radar. Short-range demand forecasts for food-service chains. Open it. Status: prototype.
Foresight and intelligence
- Epirroi Foresight Engine and Horizon Engine. Foresight for leadership teams, from signals to scenarios. Status: built.
- SPA Engine. Structured predictive analysis for strategy decisions. Status: built.
- Epirroi Integrated Intelligence System. Pulls public data from many sources into one view. Status: built.
- Sovereign AI Tracker. A monthly status board of AI institutions, instruments and build-out across the GCC and Lebanon. Open it. Status: live, public.
Data and language
- On-device document classifier. Sorts multilingual documents and images, fully offline. Status: built.
- Arabic transcription on-device. Arabic speech to text on a local machine. Status: in use.
Operations
- Self-running research jobs. Jobs that run unattended with spending caps and a stop switch. Status: in use.
Open tools
- Aperture Lite. Frames the right problem before you build the AI. Open source. Open it. Status: live, public.
- Crucible Lite. Stress-tests AI output before it reaches a decision maker. Open source. Open it. Status: live, public.
How I build
- Tests are written and run before a system is called done.
- Builds go through independent review by models from different labs.
- Jobs that run on their own carry hard spending caps and a stop switch.
- Nothing sends, posts or pays on its own. A human approves every outbound step.