DataTom's repositories
github-assignment
Python_excercise
Learn_French
Learn French is my streamlit project to create a language tool focused on speaking. Most language apps do not focus enough on speaking, therefore my goal is to create a solution which solves this problem.
methane-emission-project
Based on infrared satellite images, the existence of a methane plume was predicted. Transfer Learning for PyTorch Classification CNNs was combined with traditional methods on tabular data. This is a fork of a group project of my DSB Master's Degree at HEC Paris in cooperation with McKinsey QuantumBlack. (mckinsey.com/capabilities/quantumblack/)
project-fairness-interpretability
The aim of the project is to apply different global, local and performance interpretability methods as well as model fairness evaluations to a dataset with protected attributes. The dataset regards traffic violations in Montgomery, Maryland, USA. This is a fork of a group project of my Data Science for Business Master's Degree at HEC Paris.
treatment-feedback
The project was about identifying topics from patients' comments with two different diseases (Crohn's Disease and Ulcerative Colitis) with different treatments. This is a fork of a group project of my Data Science for Business Master's Degree at HEC Paris in collaboration with Quinten (www.quinten.ai).
xhec-mlops-project-student
The goal of this project was to get familiar with certain best practices and packages regarding MLOPS such as MLflow. For this purpose, we relied on the abalone age prediction Kaggle contest. This is a fork of a group project of my DSB Master's Degree at HEC Paris for our MLOPS course in cooperation with Artifact (https://www.artefact.com/)