Improving the production yield of pharmaceutical products

Challenge

Identify actionable factors that influence production yields of pharmaceutical products (vaccine).

Resolution

Development of a solution predicting the production yield based on data collected during the production process and raw material parameters. Using this data, and in close collaboration with business experts, we identified key factors which may influence production yield and formulated targeted recommendations.

Techno

Python/scikit-learn/Pandas/NumPy/SciPy/XGBoost

This project was a great challenge which allowed me to learn a lot about a complex and fascinating world: the pharmaceutical industry.

Improving the production yield of pharmaceutical products

Challenge

Resolution

Techno

Data Scientist

Louvain-la-Neuve or Brussels

Project Manager

Louvain-la-Neuve or Brussels