Resume

Professional / Academic Experience

Agentic AI System Lead · Liberta Partners

Leading agentic AI systems at a private equity firm: applying LLM and retrieval infrastructure to deal work that has mostly been done by hand.
  • Agentic Systems
  • LLM Infrastructure
  • Evaluation
  • Python
  • RAG

Senior Machine Learning Engineer · Accenture, Center for Advanced AI

Production machine learning and generative AI systems. Munich.
  • Generative AI
  • PyTorch
  • MLOps
  • Python
  • Cloud

L3 Software Engineer · Poly (contract)

Backend, generative AI and DevOps — building software and processing data. Remote.
  • Backend
  • Generative AI
  • DevOps
  • Terraform
  • Python

Master Thesis · ETH Zürich

Deep Learning for Korali – implement, improve, verify and benchmark a deep learning framework for Korali
  • cuDNN
  • Deep Learning
  • Distributed Computing
  • OneDNN
  • PyTorch
  • TensorFlow

Teaching Assistant · CSCS-USI Summer School

CSCS-USI Summer School since 2020 on Effective High-Performance Computing & Data Analytics with GPUs
  • Covering GPU architectures
  • Distributed Deep Learning on HPC platforms with horovod (TensorFlow)
  • Machine Learning and GPU optimized frameworks (Rapids)
  • Performance optimization and scientific libraries
  • Python HPC libraries (SciPy/Dask/Numba)

Semester Project · ETH Zürich

GPU accelerated next generation approximate Bayesian inference using R-INLA
  • Asynchronous Computing
  • GPU Acceleration
  • LU-Factorization
  • nvprof

Teaching Assistant, HPC Lab · ETH Zürich

Student teaching assistant for the High Performance Computing Lab for CSE covering state-of-the-art HPC systems, scientific mathematical libraries and a special focus on CSE
  • HPC Libraries
  • MPI
  • OpenMP

Teaching Assistant, Programming Techniques for Scientific Simulations · ETH Zürich

Programming Techniques for Scientific Simulations I on basic and advanced C++ programming techniques and scientific software libraries.
  • Classes
  • Git Version Control
  • Generic Programming
  • Templates
  • Template Meta Programming

Full-Stack-Development

Programming of a hybrid PoC mobile banking app solution. Integrating APIs (provided by Capital Banking Solutions) and implementing services s.a. authentication, favorites, QR-scanner and more.
  • CSS
  • git
  • HTML
  • JavaScript
  • LAMP
  • LIT-Element
  • npm
  • Polymer 3
  • SCRUM
  • TFS

Back-end Web Development · part time

Programming an automation tool for creating customized pdf offers using MuPDF.
  • Linux
  • PHP
  • Zend Framework 2

Publications

D.Sevin, Staehlin, Pollak, Georg R., A. Kuehne and U.Sauer, Global Metabolic Responses to Salt Stress in fifteen Species, PLOS ONE, 11 (2016), pp. 1-21.

Education

Research Fellow · Harvard SEAS, CSE-Lab

Research Fellow CSE-LAB – Learning the effective dynamics of complex systems

MSc Computational Science & Engineering · ETH Zürich

With a focus on High Performance Computing, Machine Learning and Deep Learning

BSc Computational Science & Engineering · ETH Zürich

With a focus on Numerical Methods and Machine Learning

Interdisciplinary Sciences · ETH Zürich

Biochemistry and Physics, before transferring to CSE

Relevant Coursework

Algorithms and Programming in C++ / How To Write Fast Numerical Code / Financial Market Risks / Deep Learning Information Systems For Engineers(Database, SQL, Relational Databases) / Numerical Methods For PDEs / Computer Engineering II (Operating systems, Computer Architecture, …) / Continuous Time Quantitative Finance / Programming Techniques For Scientific Simulations I / Advanced Numerical Methods For CSE / Software Design / Data Mining: Learning From Large Data Sets / Probabilistic Artificial Intelligence / Introduction To Machine Learning / High Performance Computing For Science And Engineering I/II / Information Retrieval / Numerical Methods CSE

Additional Experiences

Advanced C++ with Focus on Software Engineering

Advanced course on writing mature, robust, maintainable, high-quality C++ code by using different design strategies and the philosophy of “Modern C++”.
  • SFINAE
  • Move Semantics
  • C++ Standard Library

Effective High-Performance Computing & Data Analytics with GPUs

Exploitation of state-of-the-art hybrid High-Performance Computing (using Piz Daint Supercomputer) systems with a special focus on Data Analytics.
  • CUDA
  • MPI
  • OpenACC
  • OpenMP
  • Rapids
  • TensorFlow

Molecular Biology Internship

Clinical institute for medical and chemical laboratory diagnostics.

Languages

German — native · English — proficient · French — good command · Spanish — beginner

Hobbies

Triathlon · Climbing · CrossFit and functional training · Chess · Board games