Projects

Metagenomics vs. total RNA-Seq for SSU assembly
My second PhD chapter. Comparing metagenomics vs. total RNA-Seq data, including data-processing pipelines, for SSU assembly.
Metagenomics vs. total RNA-Seq for SSU assembly
Predicting environmental stressor levels with machine learning
My third PhD chapter. Predicting environmental stressor levels with machine learning, including a comparison between amplicon sequencing, metagenomics, and total RNA sequencing based on taxonomically assigned data.
Predicting environmental stressor levels with machine learning
European lakes biodiversity assessments
My Bachelor thesis. Analyzing the biodiversity of 21 European lakes; part of a bigger project to analyze the biodiversity of lakes across Europe, which led to a publication.
European lakes biodiversity assessments
Mitogenome assembly evaluation
Comparing mitochondrial genome assembly and annotation tools as part of a publication on the mitogenomes of biting midges.
Mitogenome assembly evaluation
Metagenomics vs. total RNA-Seq for microbial community analysis
My first PhD chapter. Comparing metagenomics vs. total RNA-Seq data, including data-processing pipelines, for microbial abundance estimations. Involves testing 1,536 combinations of data-processing tools.
Metagenomics vs. total RNA-Seq for microbial community analysis
Super Mario reinforcement learning NN
Training a NN to beat super mario levels using reinforcement learning.
Super Mario reinforcement learning NN
Boxing jab detector - pose estimation
Estimating poses of people in videos or the webcam by detecting joints using a Neural Network. The joints and their connections are then used to predict if a person is doing a boxing jab.
Boxing jab detector - pose estimation
Sentimental analysis GME tweets
Testing if the emotions of GameStop stock (GME)-related tweets were correlated to the GME value during the GME boom on 28th January 2021, based on NLP and part of a Hackathon.
Sentimental analysis GME tweets