Currently available

Software and AI Engineer · Morocco

I build AI systems you can inspect when they fail.

I work across agent evaluation, LangSmith observability, GIS, and production web products. The case studies here show the traces, tests, and tradeoffs.

Build with me

AI systems, GIS, and web products built for real users and real constraints.

View projects

Invite me to speak

A practical talk on tracing, evaluation, and the failures healthy-looking AI workflows can hide.

Talks and evidence

Selected engineering work

How I trace, test, and ship software.

A real product implementation, a public evaluation system, and GIS work. Each example separates what shipped from what was built to teach.

Product

CIBI observability

I instrumented CIBI's Gemini purchase judgments with LangSmith during the cibi-scan-dev development rollout, so failed decisions could be traced instead of guessed at. This is not production tracing.

React Native
Gemini
LangSmith

See the implementation evidence

Reference system

Multi-agent evaluation

I built a public multi-agent reference system with invented data and deterministic mocks to reproduce orchestration failures safely. It is not a production deployment.

Python
Evaluation
Tracing

Explore the reference system

Engineering practice

GIS performance engineering

I engineer responsive geospatial interfaces that stay usable with large GeoJSON datasets and real product constraints.

React
GeoJSON
GIS

View project work

Case studies

Selected projects

All projects

CIBI | Can I Buy It

CIBI (Can I Buy It) is an iOS budgeting app that helps salaried professionals make smarter purchase decisions. Scan or enter a price to instantly check it against your budget and savings goals, then get a clear Safe, Careful, or Over verdict before you buy.

Expo
React Native
TypeScript
Expo Router
MMKV
Supabase
RevenueCat
ML Kit
Jest

Details Live Demo

WaterLator

WaterLator is a free online hydration calculator that estimates your ideal daily water intake based on your weight, activity level, and climate, so you can stay properly hydrated with a personalized daily goal.

React
Vercel
Figma
MUI
LottieFiles

Details GitHub Live Demo

Latest note

July 27, 2026

7 min read

I Quit Mandarin Six Years Ago. China’s AI Rise Brought Me Back.

Six years after quitting Mandarin, I’m returning because China’s open-weight AI and research output changed which sources I need to read.

Omar Trkzi

An open Mandarin study notebook beside a laptop displaying an abstract AI research network on a desk at dusk.

Need an engineer or a speaker?

Discuss a buildTell me what you are building and where the engineering gets hard.Invite me to speakGet the talk abstract, evidence, formats, and organizer details.

Notes from the work

Every two weeks, I share one practical note on AI systems, evaluation, observability, or product engineering.