Data Engineer

Kandidát je skúsený vývojár s 8 rokmi praxe. Vo svojich pracovných začiatkoch začínal s jazykom C++, neskôr začal používať python. Pracoval v oblasti počítačového videnia vo výrobnej spoločnosti, vytváral pre nich aj demonštračné aplikácie. Neskôr sa podieľal na vývoji lokalizačného systému v automobilovom priemysle. Má skúsenosti s biometriou a obrazovými údajmi. Mal na starosti celý proces spracovania a prípravy údajov, cez prototypovanie, školenie a testovanie ich presnosti. Z agilných metodík v súčasnosti využíva kanban, ale v minulosti sa stretol aj so scrumom. Vo svojej súčasnej práci sa nemá kam posunúť a nemá sa čo nové naučiť. Zaujímajú ho štatistiky, grafy a obrázky. Chcel by pracovať v oblasti počítačového videnia, strojového učenia alebo dátovej vedy, ideálne v technologicky orientovanej firme, zaujímavé je pre neho aj zdravotníctvo. Nepreferuje marketing, bankovníctvo a telco sektor. Jeho angličtina je na komunikatívnej úrovni a najradšej by pracoval v zahraničnom tíme, aby sa jazykovo posunul. Nemá priame skúsenosti s vedením tímu, ale mal možnosť koučovať mladších kolegov.

Senior Image Processing Engineer (2017 - present)

As a senior image processing engineer, I am responsible for data preparation and processing, algorithm prototyping, machine learning, accuracy evaluation, face, iris and pedestrian detection and recognition, object tracking, analysis of verification and identification algorithms, and integration of model to library.

Computer Vision Developer (2014 - 2017)

As a computer vision developer, I was responsible for the development and maintenance of real-time computer vision engines, video processing, video streams processing, and external partners support. I also provided developer partners support.

Software Developer (2012 - 2014)

As a software developer, I developed computer vision for robotic arm, using camera image and 3D point cloud from laser scanner, and indoor navigation system for industrial use.

Skills & Knowledge & Abilities

I have experience in Python, Bash, C++, C, Pandas, Numpy, Scipy, Plotly express, OpenCV, STL, FFmpeg, PyTorch, Keras, MxNet, caffe, ClearML, Linux, Windows, docker, docker-compose, pipenv, Git, Pycharm, Clion, VScode, data preparation, data inspection, model training, visualizations, measurements of accuracy, and interpretation of accuracy tests results. I also have experience in reading research papers on computer vision, machine learning, image processing, and video processing algorithms. I am also an AI challenge enthusiast and have participated in various challenges like Google AI Challenge, Planet Wars, Ants, halite.io, and NIPS2020 Black Box optimization challenge, Codingame spring 2020 challenge.

Education:

I have a master's degree in Computer Graphics and Multimedia from Brno University of Technology - Faculty of Information Technology. I also have a bachelor's degree in Information Technology from the same university. I completed a series of courses on deep learning specialization from Andrew Ng on coursera.org. I also have a bachelor's degree in Information Technology from the same university.

• Diploma Thesis (2012)
• My diploma thesis was on real-time detection and recognition of data matrix.
• Bachelor Thesis (2006)
• My bachelor thesis was on recognition of handwritten digits