Audio ML · Personal project · In progress
Songsored
Finding selected words in Moroccan rap. An ongoing exploration of curated audio, neural models and the mistakes they make.
Telecommunications gave me a foundation in signals. AI gives me new ways to work with them.
AI MEng at the University of Cincinnati, through a dual degree with ENSEIRB-MATMECA in France.
01 — Signal
Selected work
06 projectsAI application · Personal project
Café Naturalisation
French citizenship interview preparation through lessons, flashcards and mock interviews. I define features, integrate LLM APIs and test the AI-written implementation.
Read the project storyResearch · University of Manitoba
Wireless sensing
Modelling a system that communicates and senses through the same hardware. MATLAB simulations, resource allocation and angle estimation.
Read the research storyResearch & experience
02University of Manitoba
Mitacs Globalink Research Intern
Worked with Prof. Amine Mezghani on integrated sensing and communication. Built MATLAB simulations of a two-port leaky-wave antenna system and explored interference-aware scheduling.
Continued with a separate simulation study of maximum-likelihood angle estimation after the internship.
DIGIFAB
Quality Assurance & Testing Intern
Designed and executed functional test suites for an AI-powered document-generation platform, checked end-to-end behaviour and documented defects in Azure DevOps.
A little about me
03I came to AI through telecommunications: working with signals, understanding what measurements represent, and writing code to test an idea.
That still shapes the work I’m drawn to. I’m particularly interested in machine learning for audio and sensor data, and in building systems whose behaviour we can understand and evaluate.
I’m currently completing a dual degree between ENSEIRB-MATMECA in Bordeaux and the University of Cincinnati, with graduation expected in May 2027.
2026 — 2027
University of Cincinnati
Master of Engineering · Artificial Intelligence
2024 — 2027
ENSEIRB-MATMECA · Bordeaux INP
Diplôme d’Ingénieur · Telecommunications
2022 — 2024
Lycée Michel Montaigne
CPGE · Intensive mathematics & physics preparation
The tools I work with
Python · PyTorch · MATLAB · NumPy · pandas · Git
Let’s connect
Have something
interesting in mind?
I’m exploring AI/ML and AI software engineering opportunities after graduation in May 2027. I’m also happy to talk about research, projects or a good problem to work on.
aitelaae@mail.uc.edu