May 2020 – Jul 2021 · 1 yr 2 mos

Feb 2019 – Jul 2021 · 2 yrs 5 mos · Bern und Umgebung, Schweiz

• • Prepare and deliver a recurrent 6-month course on Data Science and Visualisation. Topics covered include the PyData stack, random forests, clustering, naive Bayes, model performance metrics, and cross-validation.

Jun 2018 – Nov 2019 · 1 yr 5 mos · Bern und Umgebung, Schweiz

• Increase application performance monitoring by designing and implementing an algorithm to detect anomalies in seasonal time series. Outperforms commercial anomaly detectors in performance and efficiency on public benchmarks.
• Automate German customer feedback classification with respect to precision using language modelling (ULMFiT). The model uncovered a significant amount of mislabeled data entries.
• Improve truck delay predictions over existing system baseline for a logistics department with regression modelling.
• Automate data quality monitoring of data pipelines by implementing statistical tests in a production environment.

Jan 2016 – Jun 2018 · 2 yrs 5 mos · Bern und Umgebung, Schweiz

• Assist in preparing research grant proposals including literature and patent searches.
• Assist in outreach activities for research projects such as giving public lectures, building a VR application and coordinating educational cartoons.

Jan 2015 – Dec 2017 · 2 yrs 11 mos · Bern und Umgebung, Schweiz

• Develop optics for Terahertz radiation and a novel calibration target for microwave spectrometers.
• Awarded 50k CHF in competitive, merit based research grant.
• Awarded 9k CHF for producing the winning business plan in the BBCW competition against 30 teams.

Jun 2014 – Sep 2014 · 3 mos · San Francisco Bay und Umgebung

• Build a tool for tracking objects and edges to measure object deformations in video feeds in Python with openCV.
• Develop and implement a novel method to correlate density based clusters in point clouds.

Mar 2013 – Feb 2015 · 1 yr 11 mos · Thun

• Build software for mass spectrometry data analysis, including k-means, PCA and data visualisations.

Oct 2010 – Feb 2012 · 1 yr 4 mos · Thun

• • Work with various scientific instruments including, mass spectrometers, Raman spectrometers and plasma cleaners.