Master of Machine Intelligence

2022 - 2023

African Institute for Mathematical Sciences, M'Bour, Senegal

Activities and societies: Activities and Societies: Some of the courses taught include but not limited to : Foundations of machine learning , Mathematics for machine learning, Kernel Methods for Machine Learning, Natural Language Processing, Reinforcement Learning, Computer Vision etcActivities and societies: Activities and Societies: Some of the courses taught include but not limited to : Foundations of machine learning, Mathematics for machine learning, Kernel Methods for Machine Learning, Natural Language Processing, Reinforcement Learning, Computer Vision etc AMMI is a novel fully funded by Google and Facebook one-year intensive graduate program that provides brilliant young Africans with state-of-the-art training in machine learning and its applications. The AMMI program prepares well rounded machine intelligence researchers who respond to both present and future needs of Africa and the world.

Cooperative Master's in Industrial Mathematics

2018 - 2020

African Institute for Mathematical Sciences, Limbe, Cameroon

Activities and societies: Give back activities, footballActivities and societies: Give back activities, football The Co-operative Master’s program includes two work placements of three and four months throughout the regular coursework. Successful completion of all coursework and both work placements is required for graduation. The Co-operative Master’s program is designed specifically to prepare students for work in the areas of big data and IT security. Applicants are requested to choose their preferred area of focus. We have courses such as: Data Science, PDEs of Mathematical Physics, Mathematical Modelling of Dynamics Systems, Advanced Data Analysis and Visualization Techniques, Differential Calculus, Python Programming, Measure theory and Probability , Linear Algebra, Statistical inference, Geostatistical for Public Health, Mathematical and Numerical Aspects for Vibration Control, Mathematical Modelling of Infectious Diseases, Operations Research, Stochastic Analysis, Financial Mathematics and Professional Development

Master Degree in Electronics Electrical Engineering Automation

2017 - 2019

The University of Ngaoundere, Ngaoundere, Cameroon

The University of Ngaoundéré (French: Université de Ngaoundéré) is a public university located in Ngaoundéré, Adamawa Region in Cameroon. It was established on 19 January 1993 by Presidential decree.

NLP Manager

October 2023 - Now

Batazia, Rotterdam, Holland

• Lead a team of NLP researchers and data scientists in developing cutting-edge NLP models, algorithms, and tools tailored for African languages;
• Identify vulnerabilities, and provide a comprehensive information strategy;
• Work closely with our engineering and product teams to ensure the successful integration of NLP solutions into product;
• Oversee the acquisition and curation of language data relevant to African languages in collaboration with data acquisition teams;
• Ensure the ethical and responsible use of data in compliance with industry standards and data privacy regulations;
• Implement and maintain rigorous quality assurance processes for NLP models and systems, including testing, evaluation, and continuous improvement;
• Guarantee that our NLP solutions meet high accuracy, reliability, and scalability standards.

Summer Research Internship in NLP

June 2023 - September 2023

École Polytechnique Fédérale de Lausanne(EPFL), Lausanne, Switzerland

Working on modeling/ predicting online polarization using Natural Language Processing Techniques.
• Design a pipeline to generate Dataset with a safe similarity threshold
• Fine-tuned Language Model using parameter-efficient approaches (LORA and QLORA)
• Develop application for labeling online news articles

Machine Learning Freelancer

2022 - Now

STEM-Away, Santa Clara County, California, United States · Remote

I mostly work on NLP projects for STEM-Away:
• Named Entity Recognition
• Text Summarization
• Sentiment Analysis
• Salary Prediction
• Text Classification

Lead Trainer in Data

2022 - Now

Tech4Tchad, N'Djamena, Chad

I work on the professional Bachelor in Data Development part at Université de N'Djaména. Besides managing other trainers, I teach:
• Introduction to Python programming;
• Introduction to Machine Learning;
• Git & Github.

Data Science & Business Analytics intern

May 2022 - August 2022

The Sparks Foundation, Singapore . Remote

• Data Analysis (Retail, terrorism, sport, Covid-19);
• Data vizsualization;
• Supervised Learning & Unsupervised Learning.

Machine Learning Intern, Project Manager Lead

June 2022 - September 2022

STEM-Away, Santa Clara County, California, United States . Remote

Recommender systems and classification using Natural Language Processing (Sentence BERT)

Web Developer and Machine Learning Researcher Intern

July 2019 - January 2020

Limbe City Council, Limbe, Cameroon

• Data collection and Data entry;
• Development of a database management system with website as an interface for civil status documents;
• Data Science research project: "Hybrid Architecture for Long-Short Term Memory and Autoregressive: Application on Time Series data for Birth Prediction."