Work

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Work Experience

Sep 2023 – Aug 2025

Teaching Assistant

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.

May 2024 – Feb 2025

Research Ingenieer

Flair Laboratory

  • Conducted research on gradual pattern mining and Formal Concept Analysis (FCA), focusing on trends and extracting meaningful insights from datasets.
  • Utilized FCA to explain Artificial Neural Networks (ANNs).
  • Collected and analyzed datasets to support AI-driven applications in sustainable materials.
  • Contributed to the design and development of a research laboratory website, showcasing projects, publications, and findings.

Nov 2023 – Apr 2024

Master Research Intern

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

Machine Learning Intern

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

Business Intelligence (BI) Developer Intern

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.

Contact Info

Email: hermanmotcheyo@gmail.com

Phone: +237 680 375 123

Location: Yaoundé, Cameroon

© 2025 Tcheneghon Herman All rights reserved.