Projects
Things that shipped
Datasets, libraries, APIs, chatbots, and voice skills — the public trail of work I can point to.
Darija libraries
Python libraries for Darija ⇆ English — word distance, translation lookup, and an LLM-assisted translator that does not pretend Darija is just messy Arabic.
Alexa Skills with Python
A five-part path from Alexa concepts to a working Rock–Paper–Scissors skill — then APL, multilingual support, and monetization, all in Python.
DeepFake audio
A small project on generating DeepFake audio clips — useful as a reminder that voice is a surface, not a proof.
Darija Open Dataset
The largest open collaborative dataset for Moroccan Darija ⇆ English, built for NLP — now past 500,000 semantic rows, in both Arabic and Latin script.
ML in production
A pipeline from trained model to API to container to cloud — Keras, Flask, Docker, and Heroku, written as something you can actually run.
WhatsApp and Messenger chatbots
Business chatbots on WhatsApp and Messenger that talk to a real backend — Dialogflow, Twilio, Flask, Firebase.