Tomislav Rekic

Machine Learning Engineer

Protostar Labs

Aug 2021 - Jun 2023

Developed automated visual quality inspection systems using Machine Learning, Computer Vision and Image Processing algorithms. Systems were deployed on edge devices. Clients were satisfied and have reported reduced downtime in manufacturing.

Worked on drone vision systems: detecting warehouse objects; SLAM; reading QR‑codes, bar‑codes and ArUco markers.

Created an API for GPS devices using Flask. This API served GPS information to the land‑survey system. Wrote Bash scripts for automating the connection and start‑up process. Acquired extensive knowledge about the GPS.

Created custom data‑sets. Utilized data preparation, feature engineering, data annotation and data augmentation, keeping best practices in mind. Evaluated machine learning models, expanded data‑sets and modified model architecture to achieve desired results.

Machine Learning Intern

Protostar Labs

Sep 2020 - Nov 2020

Developed multiple computer vision algorithms for detecting faults on MDF boards for Iverpan and rated their performance. Algorithms ranged from classical to deep learning methods.

Created a custom data‑set and trained a YOLOv5 network to detect products with missing top covers.

Implemented the Mask RCNN to train and run interference on custom synthetic Fruits data‑set.

Game Developer Intern

Reroot

Aug 2019 - Sep 2019

Unity game engine. Blender. 3D physics.