2-paragraph first-person bio, friendly tone

Constantin Mbanguelobe

2-paragraph first-person bio, friendly tone

Available to hire

2-paragraph first-person bio, friendly tone

Language

French
Advanced
English
Advanced

Work Experience

Data Scientist at ArcelorMittal France, Dunkerque
April 1, 2022 - September 1, 2022
Investigated stains on produced steel to identify root causes in the manufacturing process. Built ML models to identify problematic steps in steel production. Presented results to process engineers; incorporated feedback and implemented corrective actions. Achieved over 50% reduction in stains from April to August 2022.
Data Scientist at La Rochelle Université, La Rochelle
October 1, 2022 - Present
Applied topological data analysis to detect small-scale turbulence-related disturbances on high-speed ships. Developed Deep Reinforcement Learning active control to reduce hull-induced noise. Presented results at a Mechanical Engineering conference.
Teaching Assistant at Jedha
June 1, 2023 - Present
Supervised data projects across multiple levels (Essential, Full Stack, Lead). Led ML modeling projects (LGBM, SMBO, ROC curves, SHAP) and data transformation (Spark SQL, Google Cloud Platform). Contributed to online Certi / Blent.AI project with modeling, API development, and deployment pipelines (Docker, Kubernetes), including code quality artifacts (Black, pylint).

Education

Master of Data Science & Engineering at Université Sorbonne Paris Nord & Sup Galilée, Villetaneuse, France
September 1, 2019 - September 1, 2022

Qualifications

Add your qualifications or awards here.

Industry Experience

Manufacturing, Education, Software & Internet, Professional Services, Media & Entertainment