Adverse Drug Effect Checker
One important task of medical practitioners is the prescription of drugs. Because drugs can act similarly in the human body they could exhibit harmful effects when used together. Its crucial for doctors to keep these adverse interactions in mind when writing prescriptions. Given the ever growing amount of data and more knowledge about these interactions this task is getting harder.
The goal of this project was a user oriented Android app to help doctors in their decision making. It allows the input of medication and patients gene defects to check in an integrated database for critical combinations. This project began as part of an undergrad course and is limited in scope and should be regarded as a prototype!
Screenshots:
Dr. Lukas Pfannschmidt
Tech Lead, Machine Learning Platform
Tech Lead of the Machine Learning Platform team at Trade Republic, supporting FinCrime. Research background (PhD) in machine learning with prior work in high‑performance computing. I focus on platform strategy for ML systems, shipping reliable ML/analytics pipelines, reducing latency and cost, and tightening feedback loops between models, data pipelines and observability.