Work

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Work Experience

May 2024 – Present

EEPER: MD Project of PRICNAC

Conducting advanced research in explainable artificial intelligence (XAI), with a focus on interpreting Artificial Neural Networks (ANNs) using Formal Concept Analysis (FCA).
Designing and implementing algorithms for gradual pattern mining to discover interpretable trends in complex datasets.
Analyzing datasets related to sustainable materials to support the development of AI-driven, environmentally conscious applications.
Collaborating on the development of a research laboratory platform, integrating visualization of projects, publications, and interactive tools.

Sep 2023 – Present

National Advanced School of Engineering of Yaoundé

Delivered lectures and mentored students in core concepts of machine learning, database theory, and operational research (e.g., linear programming, introduction to graph theory algorithms).
Developed practical exercises and hands-on projects, guiding students through Python-based implementations of machine learning algorithms and optimization problems.
Supported students in exam preparation, ensuring comprehensive understanding of course materials.

Nov 2023 – Apr 2024

EEPER: MD Project, MIPROMALO, PRICNAC

Conducted literature review and data collection on the hygroscopic properties of geopolymer matrices to support research objectives.
Participated in lab experiments and early-stage modeling of sustainable construction materials.

Dec 2022 – Oct 2023

UMMISCO Laboratory

Performed a comprehensive literature review on dimensionality reduction techniques, with a focus on feature selection algorithms.
Implemented and compared multiple feature selection methods to optimize predictive model performance.
Documented research results in a formal report for academic dissemination.

Aug 2021 – Nov 2022

BUNEC (Bureau National de l’État Civil)

Designed and implemented a data warehouse for national civil registration using Talend Studio to streamline ETL processes.
Developed web-based reporting dashboards with Node.js and Express.js to improve data accessibility and policy reporting.
Collaborated with IT and data teams to automate administrative workflows and support decision-making.