I like to work on exciting IT projects in the AI sphere. I have broad interests, with focal points in data science, application architecture, and bioinformatics.
PhD in Bioinformatics, 2019
Max Planck Institute for Informatics
MSc in Bioinformatics, 2014
BSc in Bioinformatics, 2011
As an IT architect, my responsibilities include:
As a bioinformatics researcher, my responsibilities included:
Development of new machine learning approaches (e.g. using support vector machines or logistic regression)
Statistical evaluation of clinical studies
Processing and analyzing next-generation sequencing data
Development of new methods for PCR primer design and primer evaluation
Software design and implementation
Communication with stakeholders from virology, medicine, and immunology
Publications in well-established scientific journals
2020-03 - ongoing
Darjeeling is a highly-available system for serving machine-learning models
2020-03 - ongoing
This project aims at developing a reinforcement-learning based decision-support system for train operators.
2019-03 - 2020-03
Click&Ride is an application that enables railway operators to reserve routes for cargo trains.
2017 - 2019
geno2pheno[ngs-freq] is an application for the interpretation of viral drug resistance using next-generation sequencing data.
2016 - 2018
An application for multiplex PCR primer design.
2015 - 2016
A web service for the identification of HIV-2 coreceptor usage.
Human immunodeficiency virus–2 (HIV-2) is endemic in some countries in West Africa. Due to the lower prevalence in industrialized …
The treatment of infections with HIV or HCV is challenging. Thus, novel drugs and new computational approaches that support the …
Identifying resistance to antiretroviral drugs is crucial for ensuring the successful treatment of patients infected with viruses such …
I’m frequently writing posts on datascienceblog.net, a blog about everything related to data science and programming. I’ve also contributed an article about the historic popularity of supervised learning models to KDnuggets