Research Assistant
2026 Oct — PresentMasaryk University
- Research LLM safety and clinical guardrails within Project EMPOWER.
- Generate synthetic oncology datasets to test where models fail.
Tomáš Hutňan
Machine learning and the software around it.
Informatics student at Masaryk University. I teach AI and algorithms, and research LLM safety for clinical use.
- 1st place, Newsmatics Hackathon 2025
- Tatra Banka Challenge winner, 2024 and 2026
Industry, teaching and research
Teaching Assistant
2025 Sep — PresentMasaryk University
- Teach Introduction to AI, Algorithms & Data Structures, and Foundations of Programming.
SQA Intern
2024 Nov — 2025 DecChyronHego
- Built Python test automation and wrote 1,000+ automated test cases.
- Worked with SQL, APIs, and Docker-based infrastructure.
Selected work
Four projects across medical AI, GPU computing, NLP and fintech.
Project Lead • team
Honorable mention, UPJŠ
Hackathon prototype that screens tear ferning microscopy images for eye and systemic diseases.
GPU Engineer • university
GPU-accelerated image enhancement pipeline, focusing on performance, validation, and architectural clarity. (TESCAN Collaboration)
ML Engineer • team
1st place, Newsmatics 2025
AI-powered financial market analytics platform for tracking sentiment, political influence, and event-driven market behavior.
ML Engineer • team
Tatra Banka Challenge winnerand MLH Best Use of Auth0
AI-assisted investment platform combining machine learning, gamification, and financial education to simplify investing for all experience levels.
Awards
2026
- Honorable Mention – UPJŠ ChallengeHack Košice 2026Tearz
- MLH Best Use of MongoDBHack Košice 2026TatraShare
- Winner of the Tatra Banka ChallengeHack Košice 2026TatraShare
2025
- 1st Place OverallNewsmatics Hackathon 2025StockMatics
2024
- MLH Best Use of Auth0Hack Košice 2024Tatrinvest
- Winner of the Tatra Banka ChallengeHack Košice 2024Tatrinvest
2023
- 2nd Place OveralliHRA 2023Anino's Odyssey
- 3rd Place OverallHack Košice 2023TeleComic
2022
- 4th Place OverallŠpongia 2022Anino's Odyssey
- MLH Best Use of Google CloudHack Košice 2022GAMEPICK
- 2nd Place OveralliHRA 2022Rizumu
2021
- 2nd Place OverallŠpongia 2021Rizumu
Tools and domains I work in
Sized by how many of my projects use each one. Select a tag to see them.
Machine LearningPythonBackendGame DevelopmentLLMsSystem DesignTypeScriptUI DevelopmentC#Computer VisionFintechMongoDBNext.jsPostgreSQLPyTorchReactAuth0Data EngineeringData ScienceDockerFastAPIImage ProcessingJavaScriptMedical AINLPPandasscikit-learnTestingUnity.NETAugmented RealityBlockchainC++CUDADeep LearningEvolutionary AlgorithmsFirebaseFlaskFPGAGenerative AIGodotGoogle CloudGPU ProgrammingHL7 FHIRKerasNumPyOpenAIPerformance OptimizationQuantizationRAGReact NativeRecommender SystemsRemote SensingSimulationTransformersUnsupervised Learning
- Every day
- Linux · Git
- Languages
- English (C1/C2) · German (A1/A2) · Slovak (Native)
Let's build something interesting
I'm open to projects, collaborations, and conversations around machine learning, computer vision, and product-focused software. Based in Brno, Czechia during the semester, originally from Košice, Slovakia.