Profile
Engineer with over 19 years of computer science (and programming) experience. Academic focus on Machine Learning and Deep Learning since 2012.
Education
UiT The Arctic University of Norway
Sep 2024 - Sep 2027PhD in Machine Learning
Fellowship at the Norwegian Center for Knowledge Driven Machine Learning (Integreat). Researching latent spaces in LLMs.
University of Oxford - Mansfield College
Oct 2018 - Jan 2020MSc (by Research) in Engineering Science
Thesis: "Machine Learning Based Financial Statement Analysis". Full scholarship from the Oxford-Man Institute. Finished in half the normal time.
Vienna University of Economics and Business
Sep 2014 - Aug 2017BSc in Economics
Thesis: "Deep Learning Fundamental Market Valuations." Focus on Quantitative Economics and Econometrics. Top 1% of students.
HTL St.Pölten - EDVO/Informatik
Aug 2008 - Jul 2013Austrian Higher Technical School in Computer Science
Thesis: "Performance optimisation of computing workloads on GPUs virtualized in the cloud". Graduated with high distinction.
Technical Skills
Programming & Scripting Languages
Python, Elixir, Java, C/C++, TypeScript, SQL, Rust, LaTeX, Bash, Fish, Scala, Ruby. Functional Programming.
Machine Learning & AI
Deep Neural Networks, LLMs, Transformers, CNN, RNN/LSTM/GRU, GANs, Transfer Learning, Optimization Algorithms.
Data Science & Analysis
Pandas, NumPy, Scikit-learn, PyTorch, TensorFlow, SciPy, AutoML, NLP (Hugging Face).
Statistics & Econometrics
Causal Inference, Bayesian Methods, Time Series Analysis, OLS, Logistic Regression, SVM, Gaussian Processes.
DevOps & Cloud
Docker, Kubernetes, Terraform, AWS, Azure, GCP, CI/CD, Microservices, Serverless.
Data Engineering
PostgreSQL, Snowflake, Redshift, Airflow, dbt, Vector DBs, Spark, Kafka.