Problems, systems and decisions I have helped make clearer.

SELECTED WORK

Client work is described conservatively. Where outcomes, numbers or internal material are not public, I do not imply them.

1. SELECTED CLIENT WORK

   EIC Accelerator — complex proposal development

   My role: Innovation strategy · research · proposal architecture

   Work on full-application development for a technology venture, connecting evidence, business case, impact, implementation and evaluator-facing narrative. Client-specific material stays confidential; no funding outcome is implied here.

2. PRIVATE SYSTEM

   Grant OS — Proposal Intelligence System

   My role: Product architecture · workflow · reasoning governance

   A proposal workspace designed to connect project truth, evidence, drafting, review and submission controls so complex applications can be developed with clearer provenance and explicit human authority.

3. LIVE

   Aptiora — Career Decision Intelligence

   My role: Product strategy · intelligence architecture · UX

   A career intelligence product that searches broadly, compares opportunities with real user evidence, explains fit and uncertainty, and helps prepare truthful applications when an opportunity matters.

   Visit Aptiora →

4. PUBLIC SYSTEM

   Mīzān — Reasoning Infrastructure for Information

   My role: Reasoning architecture · evidence governance · browser companion

   A reasoning system for claims, evidence, context and uncertainty, designed to support judgment rather than turn AI into an automatic truth machine.

5. PRODUCT SYSTEM

   Bayan — Bilingual Writing Intelligence

   My role: Bilingual writing intelligence · product architecture · writing surfaces

   An Arabic–English writing system focused on visible proofreading, meaning-aware assistance and human-controlled edits across browser and document writing surfaces.