Background

1. since December 2025

   Full-stack developer (intern)

   Mo’ock, Cameroon

   • Front-end and back-end development of web applications with Next.js, React and Node.js.
   • UI integration and database model design.
   • Teamwork across the whole pipeline: Git, GitHub, GitLab, deployment on Render.
   • Mentoring junior developers.

2. October 2025 – July 2026

   Master’s research in explainable AI

   University of Dschang, Dschang, Cameroon

   • Designed SEATTS, an explainability module attached to the output of Transformer models, and trained those models in PyTorch for time-series forecasting.
   • Benchmarked against reference architectures: PatchTST, Informer, Autoformer and TFT.
   • Explained forecasts through four original concepts (level, trend, context and calendar), using SHAP and attention maps.
   • Paper in preparation.

3. since December 2020

   Physics teacher (PLEG)

   Lycée Bilingue de ZENMEH, Dschang, Cameroon

   in Cameroon’s public service since December 2020, at the school since January 2021

   • Physics lessons and lab work; also teaching chemistry, technology and mathematics.
   • Form tutor: individual follow-up of students, class councils, report cards.
   • Head of the school’s science club.
   • Invigilating and marking national exams.

4. since the 2024–25 academic year

   Computer science tutoring

   POLYGÉNIE community, co-founder, Dschang, Cameroon

   • Tutoring computer science students from first to third year.

1. 2024 – 2026

   Master’s in Computer Science, Artificial Intelligence track

   University of Dschang

   Grade: Bien (A-), top five of the cohort

2. 2021 – 2024

   Bachelor’s in Computer Science

   University of Dschang

   Ranked first in the cohort, grade: Bien (B+)

3. 2018 – 2020

   DIPES II in Physics

   Cameroon’s teaching qualification for upper secondary school

   École normale supérieure de Yaoundé

   Grade: Bien (B)

4. 2017 – 2018

   Bachelor’s in Physics, mechanics option

   University of Yaoundé I

5. 2015 – 2018

   DIPES I in Physics

   Teaching qualification for lower secondary school

   École normale supérieure de Yaoundé

   Grade: Assez Bien (B-)

6. July 2025 – November 2025

   Full-stack development training (MongoDB, Express, React, Node.js)

   Mo’ock Academy, Dschang

Certificates of completion for online courses.

• September 2026

  Deep Learning with TensorFlow and Keras

  Udemy

  View certificate

• December 2025

  Data Science and Machine Learning

  Udemy

  View certificate

• August 2025

  Python backend basics with FastAPI and PostgreSQL

  Udemy

  View certificate

• Languages

  • Python
  • JavaScript
  • TypeScript
  • C

• Machine learning

  • PyTorch
  • TensorFlow
  • Scikit-learn
  • Transformers (Hugging Face)
  • Pandas
  • NumPy

• Interpretability

  • SHAP
  • attention maps

• Web development

  • Next.js
  • React
  • Node.js
  • MySQL

• Tools

  • Git
  • Docker
  • Linux
  • JupyterLab
  • LaTeX

• Transferable skills

  Academic writing, teaching and science communication, independent research, teamwork.