Mouaz K. Allahham

Analyse von Produktionsdaten und Erstellung von Machine Learning Modellen zur Optimierung von Produktionsprozessen.

Building a database for Electrode experiments: -Designing the relational database schema. -Building the database using SQL in PostgreSQL. -Using (VBA) to reformulate and pre-process the existing experiments' Excel files. -Using Python to populate the database with data from the pre-processed Excel files. -Database documentation. Extracting data from the database using SQL, analyzing, and visualizing it using Python. Developing machine learning models from the extracted data.

Master thesis in cooperation with Fraunhofer Institute (IKTS): - Topic: “Predicting the slurry properties in the Cathode electrode manufacturing process.” Courses: - Object Oriented Programming and Data Structures. - Software Engineering. - Basics of Computer Vision and Image Processing. - Machine Learning.