Resume
Data, Probability, Strings, and Keys
Resume
Data, Probability, Strings, and Keys
Professional Experience
2022 - current Sourceflow
| Extend | Full-Time |
|---|---|
| Position | Founder |
| Details | Supporting startups in their first steps to build AI-driven products ranging from design to deployment. Building the future business communication platform called Segmnts (segmnts.com). |
2022 - 2024 EpochML
| Extend | Full-Time |
|---|---|
| Position | Senior Machine Learning Engineer |
| Senior Full-Stack Developer | |
| Details | Researching and ideating of automated game testing solutions, such as capture replay engines, localization testing, agent-based testing. Designing, developing, and deploying of the machine learning platform and structuring of the data flows. Designing, and implementing platform essential features for mobile, web, and desktop, such as video streaming, custom dashboarding infrastructure, and collaborative team features for live feedback. More information can be found under projects "Epoch - A game development platform". |
2020 - 2022 Smarter Ecommerce
| Extend | Full-Time |
|---|---|
| Position | Product Data Scientist |
| Data Science Software Architect | |
| Details | Driving the innovation, development, and daily operation of an AI-driven bid management system that creates value for more than 600 clients located across Europe. Promoting and implementing data-driven decision-making and innovation in a rapidly growing e-commerce product portfolio. |
2016 - 2020 Johannes Kepler University Linz
| Department | Institute for Software Systems Engineering |
|---|---|
| Extend | Full-Time |
| Position | Principal Researcher |
| Lecturer | |
| Co-supervisor | |
| Details | Designing and developing Probabilistic Software Modeling that enables the probabilistic modeling of software components. Holding lectures in Software Development 1, Software Engineering, Seminar in Software Engineering, and Model Driven Engineering. Supervising master and bachelor theses. |
2017 Conference on Emerging Technologies and Factory Automation
| Position | Session Chair |
|---|---|
| Details | Chairing the session of Track 1.3 Software Architectures and Track 1.4 Engineering Concepts and Tools |
2015 - 2016 Johannes Kepler University Linz
| Department | Institute for Software Systems Engineering |
|---|---|
| Extend | Part-Time |
| Position | Researcher |
| Developer | |
| Details | Researching code clones within IEC61131-3 technologies and publishing scientific articles. Developing parts of the ECCO (Extraction and Composition for Clone-and-Own) system. |
2013 - 2016 Johannes Kepler University Linz
| Department | Institute for Software Systems Engineering |
|---|---|
| Institute for Business Informatics | |
| Institute for Pervasive Computing | |
| Institute for Telecooperation | |
| Institute for System Software | |
| Extend | Part-Time |
| Position | Student teaching assistant |
| Details | Tutoring of Software Development 1 & 2, Software Engineering, Software Testing, Algorithm and Data Structures 1, Multimedia Systems |
2012 - 2014 ecx.io (an IBM Company)
| Extend | Full-Time |
|---|---|
| Position | Summer Internship |
| Details | Learning and helping the development team on various projects within the interships. |
Education
2016 - 2021 Doctorate Degree Program in Computer Science
| Department | Institute for Software Systems Engineering |
|---|---|
| Institution | Johannes Kepler University Linz |
| Honors | graduated with distinction |
2014 - 2016 Master of Science in Computer Science
| Department | Institute for Software Systems Engineering |
|---|---|
| Institution | Johannes Kepler University Linz |
| Honors | graduated with distinction |
2011 - 2014 Bachelor of Science in Computer Science
| Department | Institute of Pervasive Computing |
|---|---|
| Institution | Johannes Kepler University Linz |
Awards
2016 Merit Scholarship
| Issued by | Faculty of Engineering and Natural Sciences at the Johannes Kepler University Linz |
|---|
Technology Skills
Advanced
| Concepts | Leading of highly cohesive and productive software teams. |
|---|---|
| AI product research, design and deployment. | |
| Data science with focus on Analysis, Advanced Application design, generative modeling, clustering, classification | |
| Data science for e-Commerce, developing and operating production-scale machine learning systems. | |
| Software engineering, scientific reporting, applied machine learning, and operating of machine learning systems. | |
| Languages | Kotlin, Java, Python, R, Javascript, Typescript |
| Tools | Dask, PyTorch, MongoDB, Neo4j, Tidyverse, Google Cloud, Vue, FastAPI |
Intermediate
| Concepts | Distributed & Parallel Computing, Data Engineering |
|---|---|
| Languages | C#, Rust |
| SaaS product design | |
| Tools | Pulsar, Django |
Basic
| Concepts | Compiler construction |
|---|---|
| Languages | C, Haskell, Scala, Latex, Lua, JavaScript |
| Tools | Tensorflow, Pyro |
Language Skills
German
| Proficiency | Native |
|---|
English
| Proficiency | Conversationally fluent |
|---|
Interests
| Arts | Guitar and Piano |
|---|---|
| Sports | Surfing, Running |
| Tech | Machine Learning, Software Architectures |
| Other | Traveling |