Work

Production AI systems, each with the numbers that changed. Open one to see how.

4 case studies

  1. Making an LLM career agent shorter, cheaper and bilingual for Kenyan job seekers

    Tabiya (Compass Kenya)

    Python / FastAPI / TypeScript / React / Gemini 2.5 Flash / MongoDB / GCP / Pulumi

    70 turns to ≤35 turns worst-case conversation

  2. How I cut a FinTech's OpenAI bill by 92% without slowing it down

    Series B FinTech SaaS

    Python / FastAPI / Redis / OpenAI / Hugging Face / vLLM

    $60k/mo to $4.8k/mo OpenAI spend

  3. Real-time theft detection across 50+ retail camera streams on unreliable power and internet

    Nigerian retail chain

    Python / FastAPI / OpenCV / YOLO / Redis / PostgreSQL / Docker

    2-48 hours to under 30s to detect an incident

  4. Hybrid semantic search over 1M+ legal documents with sub-100ms p99 latency

    Legal tech startup

    Python / FastAPI / Qdrant / Sentence Transformers / Elasticsearch / PostgreSQL / Redis

    18 min to 6 min to find a case

Things I've built

My own products and experiments, outside client work.

  • GrindProof

    Product

    An AI accountability app. Plan the day in the morning, mark what got done in the evening, and get a weekly AI roast for the gap.

    Next.js / Supabase / tRPC / Gemini / MCP / Expo

    grindproof.co
  • Café Fausse

    Fast build

    A full restaurant site in 2-4 hours of hands-on work with Claude Code: menu, gallery, online reservations with table availability, a newsletter and a password-protected staff view, backed by an API with 49 tests.

    React / Flask / SQLAlchemy / Postgres

    Try it
  • Vibe coding platform

    Side project

    Type a prompt and an agent builds and previews a full-stack app. Built on Vercel's open-source vibe coding template, with Trigger.dev and E2B added as the sandbox execution layer.

    Next.js / AI SDK / Trigger.dev / E2B

    Try it
  • o-agent-core

    Open source

    A minimal, readable AI agent in Python. Give it a goal and get the answer plus a step-by-step trace of every tool call. MIT licensed.

    Python / FastAPI / OpenAI

    GitHub
  • PixelAI

    Side project

    An AI thumbnail generator across five image providers, with per-user daily quotas, cloud storage and generation history.

    Next.js / AI SDK / Firebase / Vercel Blob

    Try it
  • TripSplit

    Side project

    Splits group travel costs from a shared link, no accounts. Money is stored as integers and the balance maths is unit-tested to always sum to zero.

    Next.js / TypeScript / Drizzle / Postgres

    Try it

Want results like these?

A 30-minute call to look at what you're building and whether I can help.