Location
Brno, Czechia / SlovakiaPortfolio
Tomáš Hutňan
Informatics Student — Machine Learning & Computer Vision
I build intelligent systems, data-driven applications, and interactive software.
Quick info
At a glance
Education
Masaryk University — Informatics (BC, in progress)Current role
Teaching AssistantAbout
A practical focus on AI and software
An informatics student focused on machine learning, computer vision, and data-driven systems.
I enjoy building practical applications of AI, from medical diagnostics and financial systems to generative tools and interactive games.
Alongside my studies, I teach programming and algorithms, helping students build strong foundations in software development.
Skills
Tools and domains I work in
Machine Learning & Data
- Python
- PyTorch
- Pandas / NumPy
- Computer Vision
Backend & Systems
- C#
- SQL / NoSQL
- REST / gRPC APIs
- Docker
Fullstack
- React
- TypeScript
- Next.js
Tools
- Git
- Cloud Platforms
- Auth Systems
Featured projects
Selected work
A small set of projects that show the mix of machine learning, systems, and product work I tend to build.
Tearz
Project Lead • team
AI-powered tear ferning microscopy diagnostic tool for non-invasive detection of systemic diseases.
CUDA Image Enhancement
GPU Engineer • university
GPU-accelerated image enhancemnt pipeline, focusing on performance, validation, and architectural clarity. (TESCAN Collaboration)
StockMatics
ML Engineer • team
AI-powered financial market analytics platform for tracking sentiment, political influence, and event-driven market behavior.
Tatrinvest
ML Engineer • team
AI-assisted investment platform combining machine learning, gamification, and financial education to simplify investing for all experience levels.
Awards
Recognition over time
A concise timeline of competition results and sponsor awards across recent years.
2026
- Best Use of MongoDB Hack Košice 2026 - Major League Hacking
- Winner of the Tatra Banka Challenge Hack Košice 2026 - Tatra Banka
- Honorable Mention – UPJŠ Challenge Hack Košice 2026 - Pavol Jozef Šafárik University
2025
- 1st Place Overall Newsmatics Hackathon 2025 - Newsmatics
2024
- MLH Best Use of Auth0 Hack Košice 2024 - Major League Hacking
- Winner of the Tatra Banka Challenge Hack Košice 2024 - Tatra Banka
2023
- 3rd Place Overall Hack Košice 2023 - Hack Košice
- 2nd Place Overall iHRA 2023 – National High School Game Development Competition - Pavol Jozef Šafárik University
2022
- 2nd Place Overall iHRA 2022 – National High School Game Development Competition - Pavol Jozef Šafárik University
- MLH Best Use of Google Cloud Hack Košice 2022 - Major League Hacking
- 4th Place Overall Špongia 2022 – National High School Game Development Competition - School for Gifted Children and Grammar School Bratislava
2021
- 2nd Place Overall Špongia 2021 – National Game Development Competition - School for Gifted Children and Grammar School Bratislava
Experience
Professional and teaching experience
SQA Intern
2024 Nov — 2025 DecChyronHego
- Develop automation systems in Python.
- Work with SQL, APIs, and Docker-based infrastructure.
Teaching Assistant
CurrentMasaryk University
- Teaching Foundations of Programming.
- Teaching Algorithms & Data Structures.
- Reviewing assignments and mentoring students.
Contact
Let's build something interesting
I'm open to projects, collaborations, and conversations around machine learning, computer vision, and product-focused software.