Experience

Munich Innovation Labs

• Germany
• Software Development
• 1 - 100 Employee

• Software Development Team Lead

  • Jan 2023 - Present

  - team leading, planning and coordination- hiring and onboarding

• Data scientist / Machine Learning Engineer

  • Oct 2019 - Jan 2023

  - preparing and presenting at meetings with partners and customers- implementation of prostate and prostate lesion segmentation- implementation of BCC and SCC detection on ex vivo confocal microscopy images- development of face and object detection with RCNNs (Tensorflow, PyTorch)- incorporating explainable AI techniques into machine learning processes- developing explanations of predictions of artificial neural networks (LIME and LRP)- integration and scaling of web applications using AI with Kubernetes and Docker (using AWS EC2)- development of web applications with Django/Flask with MongoDB database- frontend ReactJS development (writing functional components with reducer and Context API)- implementation of CI/CD pipelines for ML applications (Gitlab)- unit testing with PyTest and Tox- monitoring using Grafana and Loki- programing langauges used: Python, JavaScript, HTML, CSS, TypeScript, ReactJS- python frameworks used: Tensorflow, Keras, Pytorch, NumPy, Sci-kit learn, SimpleITK, Pymongo, Pandas, Django, Flask, Pytest, Tox, Jupyter Show less

• Data scientist intern

  • Mar 2019 - Oct 2019



DFVU d.o.o.

• Slovenia
• Retail
• 1 - 100 Employee

• Software Developer

  • Jul 2018 - Mar 2019

  Development of landing pages for international customers and sales analysis tools with forecasting abilities. - development of web based sales analysis tools - forecasting sales with machine learning - developing artificial neural network topologies using genetic algorithms - programing languages used: PHP, HTML, Javascript, CSS, Python Development of landing pages for international customers and sales analysis tools with forecasting abilities. - development of web based sales analysis tools - forecasting sales with machine learning - developing artificial neural network topologies using genetic algorithms - programing languages used: PHP, HTML, Javascript, CSS, Python



Medex d.o.o.

• IT Support Specialist

  • Jun 2017 - Oct 2017



Trnovski Vrtec

• Janitor

  • Jun 2016 - Oct 2016