Experience

TimeTac

• Austria
• Software Development
• 1 - 100 Employee

• Software Engineer AI & Data Science

  • May 2023 - Present



Talto - Talents of Tomorrow

• Austria
• Media and Telecommunications
• 1 - 100 Employee

• AI Engineer

  • Jan 2022 - Mar 2023

  Setting up a containerized AI infrastructure (microservices) for realtime (neural) text search, realtime recommendations and online a/b tests: - developed api endpoints for all services (fastapi) - logging, monitoring and alerting of VM and services (grafana stack) - authetification and (2-Factor) authorization for all services - code deployment and automatic testing - automatic data backup - docker orchestration with docker swarm - traefik reverse proxy, loadbalancer and automatic https certificate management - online multi-cluster container management - managing text database (solr) - text search and real-time neural search and recommendations using optimized (onnx) huggingface transformers - code management - online a/b test microservice modules - realtime (vector)search and realtime recommendation microservice modules Show less



Leftshift One

• Austria
• IT Services and IT Consulting
• 1 - 100 Employee

• Machine Learning Engineer

  • Sep 2021 - Oct 2022

  Working with huggingface transformers for: - one shot text classification - text summarization - text classification and clustering - text generation - text keyword analysis Time series classification and forecasting using various custom trained pytorch models Automatic Clustering-Classification result evaluation based on various metrics Deep learning model optimization with ONNX Working with huggingface transformers for: - one shot text classification - text summarization - text classification and clustering - text generation - text keyword analysis Time series classification and forecasting using various custom trained pytorch models Automatic Clustering-Classification result evaluation based on various metrics Deep learning model optimization with ONNX



Paris Lodron Universität Salzburg

• Austria
• Higher Education
• 400 - 500 Employee

• Wissenschaftlicher Mitarbeiter

  • Nov 2020 - Jul 2021

  Anomaly Detection and Data Reduction Methods for CNC Machine Data Anomaly Detection and Data Reduction Methods for CNC Machine Data



JOANNEUM RESEARCH

• Austria
• Research Services
• 200 - 300 Employee

• Praktikant im Bereich Datenanalyse und statistische Modellierung

  • Jul 2020 - Aug 2020

  Deep Learning (Keras) / Machine Learning (scikit-learn) / Web scraping (selenium) in Python Statistische Modellierung in R Deep Learning (Keras) / Machine Learning (scikit-learn) / Web scraping (selenium) in Python Statistische Modellierung in R



JOANNEUM RESEARCH

• Austria
• Research Services
• 200 - 300 Employee

• Praktikant im Bereich Datenanalyse und statistische Modellierung

  • Jul 2019 - Jul 2019

  Machine Learning und Deep Learning in Python (TensorFlow 2.0; Scikit-Learn) bzw. Clustering und Classification Machine Learning und Deep Learning in Python (TensorFlow 2.0; Scikit-Learn) bzw. Clustering und Classification



Karl-Franzens-Universität Graz

• Austria
• Research
• 700 & Above Employee

• Studentischer Mitarbeiter

  • Feb 2019 - Apr 2019

  Kontaktherstellung und Durchführung von Face-to-Face Pretests eines Fragebogens Kontaktherstellung und Durchführung von Face-to-Face Pretests eines Fragebogens



JOANNEUM RESEARCH

• Austria
• Research Services
• 200 - 300 Employee

• Praktikant im Bereich Datenanalyse und statistische Modellierung

  • Aug 2018 - Aug 2018

  Berichterstellung Recherchetätigkeiten Berichterstellung Recherchetätigkeiten



ÖWG Wohnbau

• Graz, Steiermark, Österreich

• Praktikant im IT-Bereich

  • Jul 2017 - Jul 2017



ÖWG Wohnbau

• Graz, Steiermark, Österreich

• Praktikant im IT-Bereich

  • Aug 2016 - Aug 2016



RHI Magnesita

• Austria
• Mining
• 700 & Above Employee

• Geringfügiger Angestellter im Bereich Graphics and Design

  • Sep 2013 - Aug 2016