Scikit-Learn

EV Charger Site Selection with Geospatial Machine Learning

For an energy infrastructure company evaluating locations for EV charger installation, I developed a geospatial machine learning pipeline integrating real charging network data, EV …

Machine Learning Based Investment Strategy

The goal of this project was to develop a machine learning backed investment strategy based on multiple binary positive and negative signals sourced from price, market, and …

Ischemic Stroke Risk Assessment

The goal of this project was to develop an AI backend engine for an intelligent decision support system which asses an ischemic stroke risk. The system was developed in …

Predicting Blood Transfusion Needs

The goal of this project was to develop an AI-backed decision support system helping medical doctors to decide about blood transfusion. In collaboration with multiple hospitals, we …

Machine Learnin backed FAQ Chatbot

The goal of this project was to develop an AI backend for a frequently asked questions chatbot. A client had collected a significant amount of questions and answers that were used …

Anomaly Detection in BI Smart Metrics

The goal of this project was to develop an anomaly detection pipeline for business intelligence systems in order to trigger a BI report distribution - via slack or e-mail - when an …