Portfolio
ELO AI Research Platform
AI research tool that flags contested knowledge by mapping where LLMs disagree
What was hard: Building a consensus voting mechanism across flagship LLMs, then optimizing it to be small and scalable enough to post-process documents in real-time. AI-agent development that could research, websearch, read and cite academic databases, and do data analysis, plus a RAG pipeline for all content within it.
MVP in 2 months, researchers from Cambridge/Bristol/Imperial testing, early users publishing significantly faster
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Lumin
Multi-Agent AI LMS for schools and K12
What was hard: Multi-agent orchestration, and the academic sales cycle. LMS's are sticky, getting people to uproot their infrastructure.
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KEATH.ai Web Application
Assessment platform used by thousands of educators globally
What was hard: Making complex workflows intuitive for lecturers of any age and technical competence. Designed straight into code, built the entire frontend solo.
Thousands of teachers, hundreds of thousands of assessments marked, 25 university partners
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KEATH.ai Marketing Site
Brand and website for enterprise sales to universities
What was hard: Designing for institutional trust — vice chancellors and procurement teams, not end users
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ELO Website
Marketing site for AI research platform
What was hard: Communicating complex AI concepts to researchers while maintaining credibility and clarity
View site →AI Tutoring System
Curriculum-aware AI tutors deployed in school
What was hard: RAG pipeline constrained to only the curriculum, handoff system to human teachers, deliberately delayed answer revelation to match real pedagogy. Built this 18 months before ChatGPT/Gemini did similar.
Private deployment
Lead Generation System — Fajj
Automated outreach connecting Saudi hotels with Umrah travel agents
What was hard: Qualifying leads automatically in a market I knew nothing about
10+ warm calls booked per week
Financial Services Landing Page
High-converting landing page with integrated AI chatbot
What was hard: Providing empathetic support for vulnerable users while maintaining professional credibility
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Design Systems & Figma Work
Collection of component libraries and UI workflows
I often design straight into code, but this shows fluency in traditional design tools
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Kilimanjaro Summit
Climbed Kilimanjaro, raised £4k for Amnesty International