Personal website built with Jekyll

A program that uses neural networks to detect emotions from pre-recorded and real-time speech

Classification of clothes images with ANN and CNN

Docker pipeline for streaming tweets and their sentiment score to a Slack channel

Fun small programs to automate and create holiday wishes

Text summarization, sentiment analysis, and entity extraction from speeches of the German government

Data analysis on a dataset of patients with Alzheimer's.

Research experiment design and classification of Romanian emotion verbs

Monthly challenges from Kaggle 2021

Data analysis & visualization on the vulnerability status of the world's languages

Classification models to predict the churn rate of bank customers.

Metabase dashboard built on Postgres and hosted on AWS

A friendly command-line bot that scrapes song lyrics and guesses the artist from input lyrics, trained with a Multinomial Naive Bayes Classifier

Collection and sentiment analysis of tweets about the US #election2020

Projects I have completed during the Data Science Bootcamp at Spiced Academy in Berlin

A chatbot for student support

Movie recommender system based on Non-Negative Matrix Factorization and Singular Value Decomposition, with a Flask web interface

Use of different regression models to predict bike demand.

Classification models for passenger survival

An animated scatterplot on Gapminder data. (bootcamp project)

Generating poems in the style of E.A. Poe with Tensorflow

Sentiment analysis and classification of German/English product reviews

A GUI calculator to help you split the bill incl. tip evenly with your friends

ARIMA models to predict the daily temperature in October in Berlin Mitte

Web-scraping and data visualization of IMDb's most popular movies in 2018

python scripts to automate various tasks

A data analysis project from the edX course 'Programming with Python for Data Science'