Wendyellé A. Alban NYANTUDRE Wendyellé A. Alban NYANTUDRE Machine Learning Engineer Safi, Morocco · he/him « Ad astra, per aspera »

Welcome to my personal website!

Most people just call me Alban. My last name NYANTUDRE means hope, or more fully: as long as there is life, there is hope.

News

About me

I’m an engineer. In July 2026 I graduated with a Diplôme d’Ingénieur d’État in Computer Science and Artificial Intelligence from the École Nationale des Sciences Appliquées in Safi (Cadi Ayyad University).The routeThe Moroccan grande école path is a competitive and prestigious route into engineering: two years of classes préparatoires, then three years of engineering, with no degree awarded in between, ending in the Diplôme d’Ingénieur d’État. I have strong foundations in applied mathematics and computer science with a passion for machine and deep learning. I’m currently open to PhD positions. My research interest is broadly deep learning, and more particularly NLP, computer vision, multimodal learning, multilingual models, speech technologies and reinforcement learning.

Alongside my previous studies, I contributed to training and deploying translation, speech recognition and speech synthesis models for Mooré, a low-resource language with over 7 million speakers and very little data.The 5-LOX workIn this work we trained a hybrid quantum-classical variational autoencoder that generates small molecules able to act on 5-lipoxygenase (5-LOX), an enzyme involved in many inflammatory diseases. Several of the molecules it generated showed better binding affinity and drug-like properties than zileuton, the only approved direct inhibitor. Most recently, from March to August 2026, as a Mitacs Globalink research intern, I worked on hybrid quantum-classical generative modelling for the de novo design of 5-lipoxygenase inhibitors (for the treatment of inflammatory diseases) at the Université de Moncton (Canada).

Feel free to explore my projects, check out my blog, or get in touch.

Education

  • Cadi Ayyad UniversityNational School of Applied Sciences.
    Safi, Morocco.

    Diplôme d’Ingénieur d’État (BAC+5) — Computer Science & Artificial Intelligence

    Grade: Highest Honours, 17.25 / 20 · Rank: 1st / 19.
    Coursework: applied mathematics, data structures & algorithms, stochastic modelling, optimisation, NLP, heuristics, deep learning, data mining, big data, computer vision, game theory, cloud computing, fuzzy systems.

  • Sidi Mohammed Ben Abdellah UniversityNational School of Applied Sciences.
    Fez, Morocco.

    Preparatory Class — Mathematics, Physics & Computer Science

    Grade: Highest Honours, 16.25 / 20 · Rank: 3rd / 262.
    Coursework: calculus, probability & statistics, linear algebra, algorithms, data structures, C programming, electronics & computer architecture, physics.

Experience

  • PRIME Lab, Université de MonctonMoncton, New Brunswick, Canada. Supported by a Mitacs Globalink Research Award. umoncton.ca

    AI Research Assistant

    Collected a dataset of 5-lipoxygenase (5-LOX) inhibitors from chemical databases (ChEMBL, PubChem, BindingDB) and implemented hybrid quantum-classical generative architectures (QGAN, QVAE) for the de novo generation of 5-LOX inhibitors.

  • GO AI CorporationRemote. Data and AI systems for social good. goaicorporation.org

    Machine Learning Engineer (part-time)

    Designed, trained and deployed translation, automatic speech recognition (ASR) and text-to-speech (TTS) models for Mooré, a low-resource West African language with over seven million speakers and the most widely spoken language in Burkina Faso.

  • Technocolabs SoftwaresRemote.

    Machine Learning Engineering Intern

    Developed and deployed ML models to predict prepayment risk of mortgage-backed securities, supporting better risk assessment for financial institutions.

Selected work

TagsComputer Vision · Video Analysis · Machine Learning · YOLO

Barbados Traffic Analysis Challenge

ML solution for predicting traffic congestion using video analysis. Implemented YOLO detection, VideoMAE embeddings, and ensemble models.

Code Details★ 3 stars · 2026

TagsData Engineering · APIs · Python

Spotify Batch Data Processing

Python project for extracting and processing data from Spotify Web API with OAuth 2.0 authentication and pagination strategies.

Code Details2025

TagsSpeech Processing · Low-Resource NLP · Hugging Face · ASR · TTS

Moore Speech Corpora Toolkit

Open-source toolkit to collect, preprocess, align, and normalize Mooré language speech/text data for low-resource NLP applications.

Code Details★ 3 stars · 2025

TagsDeep Learning · Data Engineering · AWS · LLM · RAG

Tagantino AI - Smart Agriculture with Satellite Data

ETL pipelines and Deep Learning models to forecast droughts from satellite data, helping Moroccan farmers optimize water resources.

Details2025

All 11 projects →

Awards

  • Google Research and Zindi 2nd Place & Best African Participant, Google WAXAL ASR Challenge
    $4,000 USD out of 242 teams. Multilingual automatic speech recognition for three low-resource African languages.
    The announcement
  • Mitacs Canada Mitacs Globalink Research Award
    Competitive $12,000 CAD award supporting a research project at a Canadian university.
    Details
  • Data Afrique Hub 2nd Place - Pan-African Data Science Nations Cup
    Team Lead - Competed against 100+ teams across Africa.
    Details
  • Association of Burkinabe Students in Morocco 2× AEBM Awards of Excellence
    Recognized for academic excellence and community contributions.
    Details
  • ENCG Oujda, Morocco Winner - Grand Débat d'Oujda
    National debate competition winner showcasing teamwork and analytical skills.
    Details
  • AMCI Kingdom of Morocco Cooperation Scholarship
    Merit-based 4,000 EUR award covering tuition and living expenses for 5 years of engineering studies.
    Details
  • Presidency of Burkina Faso Head of State's Award of Excellence
    Ranked 4th nationwide out of 154,775 candidates in the Baccalaureate.
    Details

Latest posts

Tutorials
moore · speech recognition · huggingface · tts · asr

MooreSpeechCorpora Toolkit, Collecting Mooré Data from the Bible

EN FR · 4 min read
Paper reviews
deep learning · cnn · yolo

YOLO, You Only Look Once

EN FR · 6 min read
Paper reviews
deep learning · cnn · resnet

ResNet, Deep Residual Learning for Image Recognition

EN FR · 7 min read

All blog posts →