businessbert

Industry-Sensitive Language Modeling for Business. European Journal of Operational Research (EJOR).

core

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023.

ieseg_credscore

Credit Scoring Course: Module

ieseg_recsys

Recommendation Systems Course: Module

image-classification---cancer-detection

Kaggle Challenge: Identifying metastatic tissue in histopathologic scans of lymph node sections using a CNN built with tensorflow, keras.

industry-sensitive-language-understanding

A Dataset for Industry Classification (IC) using Earnings Conference Call Transcripts - Presented at 32nd European Conference on Operation Research – July 2022

multirep

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL 2024.

nlp-analysis

Natural Language Processing & Machine Learning in R (Shiny). Social Media Analytics dashboard for a US bank using tm, caret.

pnborchert

reinforcement-learning-algorithms-with-python

Reinforcement Learning Algorithms with Python, Published by Packt

tap-and-win-business

App Project in Flutter

vba_excel_addin

Excel AddIn integrating several VBA projects including HeatMaps, Currency Converters, E-Mail Integration. The project was created as a group assignment.

webscraping_project_python

Individual Project Webscraping and Analyzing Twitter Data. The scope regards companies in the financial sector of the US. The tweets are analyzed regarding the sentiment using Natural Language Processing.

xai-animations

Fundamentals of Interpretable Data Science