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.
Experience
Professional and teaching experience
Research Assistant
2026 Oct — PresentMasaryk University
- Research LLM safety and clinical guardrails within Project EMPOWER.
- Generate synthetic oncology datasets to stress-test model boundaries.
Teaching Assistant
2025 Sep — PresentMasaryk University
- Teaching Introduction to Artificial Intelligence.
- Teaching Algorithms & Data Structures.
- Teaching Foundations of Programming.
SQA Intern
2024 Nov — 2025 DecChyronHego
- Develop automation systems in Python.
- Work with SQL, APIs, and Docker-based infrastructure.
- Authored 1,000+ automated test cases.
Featured projects
Selected work
A small set of projects that show the mix of machine learning, systems, and product work I tend to build.
Project Lead • team
AI-powered tear ferning microscopy diagnostic tool for non-invasive detection of systemic diseases.
🏆 Honorable Mention – UPJŠ Challenge
GPU Engineer • university
GPU-accelerated image enhancemnt pipeline, focusing on performance, validation, and architectural clarity. (TESCAN Collaboration)
ML Engineer • team
AI-powered financial market analytics platform for tracking sentiment, political influence, and event-driven market behavior.
🏆 1st Place Overall
ML Engineer • team
AI-assisted investment platform combining machine learning, gamification, and financial education to simplify investing for all experience levels.
🏆 MLH Best Use of Auth0🏆 Winner of the Tatra Banka Challenge
Awards
Recognition over time
A concise timeline of competition results and sponsor awards across recent years.
2026
- Best Use of MongoDBHack Košice 2026 - Major League HackingTatraShare
- Winner of the Tatra Banka ChallengeHack Košice 2026 - Tatra BankaTatraShare
- Honorable Mention – UPJŠ ChallengeHack Košice 2026 - Pavol Jozef Šafárik UniversityTearz
2025
- 1st Place OverallNewsmatics Hackathon 2025 - NewsmaticsStockMatics
2024
- MLH Best Use of Auth0Hack Košice 2024 - Major League HackingTatrinvest
- Winner of the Tatra Banka ChallengeHack Košice 2024 - Tatra BankaTatrinvest
2023
- 3rd Place OverallHack Košice 2023 - Hack KošiceTeleComic
- 2nd Place OveralliHRA 2023 – National High School Game Development Competition - Pavol Jozef Šafárik UniversityAnino's Odyssey
2022
- 2nd Place OveralliHRA 2022 – National High School Game Development Competition - Pavol Jozef Šafárik UniversityRizumu
- MLH Best Use of Google CloudHack Košice 2022 - Major League HackingGAMEPICK
- 4th Place OverallŠpongia 2022 – National High School Game Development Competition - School for Gifted Children and Grammar School BratislavaAnino's Odyssey
2021
- 2nd Place OverallŠpongia 2021 – National Game Development Competition - School for Gifted Children and Grammar School BratislavaRizumu
Skills
Tools and domains I work in
Core Stack
- Python
- C++
- PyTorch
- Docker
- Linux
- OpenCV
- Pandas
Also Used
- TypeScript
- C#
- FastAPI
- PostgreSQL
- MongoDB
- React
Specializations
- Computer Vision
- NLP
- GPU Optimization
- Automated Testing
Languages
- English (C1/C2)
- German (A1/A2)
- Slovak (Native)
Contact
Let's build something interesting
I'm open to projects, collaborations, and conversations around machine learning, computer vision, and product-focused software.