Tomáš Michna - Photo

Hi, I'm Tomáš Michna

Data engineer / R&D

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About me

Data engineer & computer vision specialist with strong mathematical foundation

Professional summary

Data Engineer & Research Engineer with expertise in computer vision and machine learning. Combining strong mathematical background with practical engineering skills to build scalable data solutions and intelligent systems. Experienced in high-performance computing and parallel programming.

Education

VSB - Technical University of Ostrava

Master's in Computational Mathematics

VSB - Technical University of Ostrava • 2018 - 2020

Focused on solving discrete problems with boundary elements method in Laplace equation in 3D. Implemented parallel computation solutions using graph coloring techniques.

VSB - Technical University of Ostrava

Bachelor's in Computational Mathematics

VSB - Technical University of Ostrava • 2015 - 2018

Research in graph theory, focusing on parallel programming for graph labeling problems. Active member of ACM-ICPC and Support Talented Students program.

Professional certifications

NVIDIA

  • Fundamentals of Deep Learning for Computer Vision
    Issued Feb 2020

Hobbies & interests

Climbing & bouldering

Regular climber with focus on technical routes and problem solving

Hiking

Active mountaineer

Competitive programming

Project Euler (50+ problems), UVA Online Judge participant

Self-Learning

Continuous learning in mathematics, algorithms and new technologies

Data engineering

Python (FastAPI, Scrapy)PostgreSQLETL Pipeline DesignAirflowDocker

Machine learning & computer vision

PyTorchDeep LearningComputer VisionCUDAC++ (14/17)Parallel Computing

Scientific computing

HPCGraph TheoryNumPyComputational MathematicsAlgorithm Design

Additional achievements

  • 2nd Place at European Healthcare Hackathon - Hospital Surveillance AI Project (2023)
  • Best Thesis Award - Applied Mathematics Department (2018 & 2020)
  • Member of Support Talented Students Program (2016 - 2020)
  • ICPC Programming Contest: 3x CERC (Central European Regional Contest) Participant (2015 - 2017)

Languages

🇨🇿 Czech
Native
🇬🇧 English
Upper Intermediate B2
🇳🇴 Norwegian (Bokmål)
Basic A2

Work experience

Key projects and professional experiences

Mediaboard

Mediaboard

Data engineer • 04/2025 - Present

Working on NLP models for media content

Technologies

PythonDjango

Key Achievements

  • Working on NLP tasks
Outfindo

Outfindo

Data engineer • 08/2021 - 03/2025

Developed ETL pipelines and data processing systems using Python, FastAPI, and Airflow

Technologies

PythonFastAPIPostgreSQLAirflowDocker

Key Achievements

  • Implemented scalable data processing pipelines
  • Built RESTful APIs with FastAPI
  • Orchestrated ETL tasks using Airflow
Sanezoo

Sanezoo

Computer vision engineer • 07/2020 - 07/2021

Computer vision solution for automated bin picking at Sanezoo

Technologies

C++CUDAPythonComputer Vision

Key Achievements

  • Developed 3D object detection algorithms
  • Optimized performance using CUDA
  • Implemented real-time processing systems

Let's connect

Seeking solutions to interesting tech puzzles? Drop me a line.

Gmail

Email

contact@tomas-michna.com
LinkedIn

LinkedIn

https://www.linkedin.com/in/tomáš-michna-69760290/
GitHub

Github

https://github.com/tomichi
Google Maps

Location

Prague, Czech Republic
Google Maps

Billing address

Hraniční 112, Frýdek-Místek, Czech Republic
Number

IČO

02090121
Temporary unavailable for challenging opportunities