A PDF version of the resume is available to download.

Education

Experience

Ludwig-Maximilians-University MunichResearch Fellow

November 2018 - PRESENT

  • Analysis of petabyte-scale data recorded with the ATLAS experiment at the Large Hadron Collider at CERN.
  • Performed exploratory data analysis, identifying relevant predictors and classifiers, relying on high-dimensional hyperparameter optimizations. Investigated feature engineering using neural nets and boosted decision trees
  • Developed method for approximating statistical models using PCA, enabling up to 250x faster MLE-based statistical inference. Used in large-scale interpretations to deliver actionable insights into ongoing search program of the experimental collaboration.
  • Developed containerized workflows using parameterized job templates for scalable data analysis as a service
  • Implemented low-latency grid computing monitoring and anomaly detection

WeabeSoftware Engineer, Consultant

March 2016 - October 2018

  • Frontend and backend development of a digital marketplace platform for iOS.
  • The application I developed was crucial for securing the venture capital needed for founding the start-up and expanding onto other platforms.
  • Frontend built with Swift, backend with JavaScript. Databases used were MongoDB and PostgreSQL.
  • Co-founded the start-up Weabe S.A, reached 100k unique users in the first year of operation.

CodelightSoftware Engineer, Consultant (self-employed)

March 2014 - October 2018

  • Developed various iOS applications and offered consulting services in IT-related business problems.
  • Implemented and deployed a real-time chat app in Objective-C using Firebase database.
  • Developed and launched a social networking app marketed for Luxembourg.
  • Implemented software solution allowing client to meet financial audit deadline.

Ludwig-Maximilians-University MunichTeaching Assistant

April 2015 - July 2018

  • Teaching assistant for practical course in physics for about 800 medical students.
  • Assisting students with assignments and general inquiries.
  • Supervision of students during practical course.
  • Organization and grading of final exams.

Dealis Fund Operations (now State Street)Analyst Intern

July 2015 - September 2015

  • Identified and implemented improvements to key processes for internal accounting and reporting processes.
  • Implemented analysis and reporting pipeline, crucial in allowing Fund Operations Division to meet deadline for financial audit by regulatory agency.

UBS LuxembourgAnalyst Intern

June 2013 - September 2013

  • Developed packages for analysis and reporting of financial statements using Excel VBA and internal databases.
  • Assisted in creation of ad-hoc, monthly and quarterly financial reports, including customization for various analytical and presentation needs.

Relevant publications

A full list of publications is available through Google Scholar, InspireHEP or ORCID.

ATLAS Collaboration Search for direct production of electroweakinos in final states with one lepton, missing transverse momentum and a Higgs boson decaying into two b-jets in pp collisions at √s = 13 TeV with the ATLAS detector

Eur. Phys. J. C 80 (2020) 691, arXiv:1909.09226

ATLAS Collaboration Search for squarks and gluinos in final states with one isolated lepton, jets, and missing transverse momentum at √s = 13 TeV with the ATLAS detector

Submitted to EPJC, arXiv:2101.01629

Relevant Talks and Conferences

2021German Physical Society Spring Meeting Reinterpreting a search for electroweakinos in the phenomenological MSSM with the ATLAS detector

Link to abstract

2021LHC Reinterpretation Workshop ATLAS approach to releasing likelihoods for reinterpretation

Link to slides

2020ATLAS Germany Meeting Reinterpreting a search for electroweakinos in the phenomenological MSSM with the ATLAS detector

Link to slides

2019EPS HEP Conference Search for chargino and neutralino production in final states with one lepton, a Higgs boson and missing transverse momentum with the ATLAS detector

Link to poster

2019Lindau Nobel Laureate Meetings Participation in the 69th Lindau Nobel Laureate Meetings where 39 Nobel Laureates in physics met 580 selected young scientists from 89 countries for an inspiring dialogue.

2019German Physical Society Spring Meeting Reinterpreting a search for electroweakinos in the phenomenological MSSM with the ATLAS detector

Link to abstract

2018German Physical Society Spring Meeting Reinterpreting a search for electroweakinos in the phenomenological MSSM with the ATLAS detector

Link to abstract

Skills

I honestly think these sections are somewhat meaningless, but everyone seems to have one. So, here is a rough *biased* overview of concepts, technologies and tools I have used and know my way around.

Amazon Web Services
Docker
Git
OpenShift
Subversion
Mypy
Bash
C++
HTML + (S)CSS
MATLAB
Objective-C
Python
R
Swift
TeX
Javascript
Node.JS
React
ElasticSearch
InfluxDB
MongoDB
SQL/SQLite
D3.js
Grafana
Dask
Data Mining
Flask
Jupyter
Matplotlib
Plotly
Seaborn
Tensorflow + Keras
Numpy
Pandas
Pylint
SciPy
Scikit-HEP
Scikit-Learn