A bit of background.

I build production web systems end to end — containerised FastAPI services with real migrations, TypeScript frontends, and Flutter clients on top.

Lately I've been putting AI where it earns its place: a multi-provider LLM gateway with per-role quotas, a GAN-based clinical trial simulator, and a biometric model that runs offline on-device.

I care about the boring parts that make software real — migrations, CI, health checks, and constraints enforced by the database rather than hoped for in the app.

I'm finishing a B.Eng in Computer Engineering at the University of Bamenda, and I'm open to full-stack and AI engineering roles. If you're building something that needs to actually run in production, let's talk.