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Tim Smole

Tim Smole

Java Software Developer

Followers of Tim Smole253 followers
location of Tim SmoleLjubljana, Ljubljana, Slovenia

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  • Timeline

  • About me

    Machine Learning Engineer at Smart Blood Analytics Swiss SA

  • Education

    • University of Ljubljana, Faculty of Computer and Information Science

      2012 - 2015
      Bachelor’s Degree

    • University of Ljubljana, Faculty of Computer and Information Science

      2015 - 2019
      Master’s Degree Computer Science

  • Experience

    • Medius d.o.o.

      Mar 2014 - Apr 2019
      Java Software Developer

      Development of Vaadin and Spring MVC web applications. Implementation of Cipurse virtual cards. Android application development.

    • Viabix Ltd

      Apr 2018 - Feb 2021
      Computer Vision Engineer

      Implementation of training, validation and serving pipelines for instance segmentation using Tensorflow implementation of Mask-RCNN.

    • University of Ljubljana, Faculty of Computer and Information Science

      Mar 2019 - Nov 2020
      Machine Learning Engineer

      Working on SILICOFCM (European Union’s Horizon 2020 research and innovation project) using predictive modeling using data mining algorithms for development of cardiomyopathy risk stratification tool and disease progression system.

    • Smart Blood Analytics Swiss SA

      Feb 2021 - now
      Machine Learning Engineer

  • Licenses & Certifications

    • Programming Mobile Applications for Android Handheld Systems

      Coursera Verified Certificates
      Nov 2014
      View certificate certificate

    • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

      Coursera
      Jul 2020
      View certificate certificate

    • Natural Language Processing in TensorFlow

      Coursera
      Aug 2020
      View certificate certificate

    • Convolutional Neural Networks in TensorFlow

      Coursera
      Jul 2020
      View certificate certificate

  • Honors & Awards

    • Awarded to Tim Smole
      Bronze Medal on Kaggle Kaggle 2018 RSNA Pneumonia Detection ChallengePneumonia detection and localization using deep learning (Mask RCNN, YOLOv2, Retinanet) and K-means clustering for stacking results of different models.
    • Awarded to Tim Smole
      Silver Medal on Kaggle Kaggle 2017 Intel & MobileODT Cervical Cancer ScreeningObject localization and classification using deep convolutional neural networks.
    • Awarded to Tim Smole
      1st place at Start:up Maribor Hackathon Nova KBM 2016
    • Awarded to Tim Smole
      1st place within group at Halcom's Fintech Hackathon Halcom d.d. 2016
    • Awarded to Tim Smole
      2nd place at Halcom's Fintech Hackathon Halcom d.d. 2015