Full-Stack Developer • solo
Self-hosted service for presenting Quarto slide decks live, with ink that follows each slide and step, offline-safe sync and audience questions.
Projects
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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
All projects
See them on a timeline
Data Engineer • team
Hackathon prototype that screens medications for drug-drug interactions, with HL7 FHIR export and guideline-based RAG search.
Researcher • university
Ongoing research into running methane segmentation on FPGA edge devices to reduce satellite downlink data.
GPU Engineer • university
GPU-accelerated image enhancement pipeline, focusing on performance, validation, and architectural clarity. (TESCAN Collaboration)
Software Engineer • university
Text-based decision-making game implemented in .NET MAUI, focusing on data-driven architecture and clean separation of concerns.
Data Scientist • university
Semantic categorization of 10,000+ USDA food ingredients using unsupervised learning.
Technical Advisor • team
Tatra Banka Challenge winnerand MLH Best Use of MongoDB
Hackathon prototype for managing shared finances, with expense splitting, shared savings and payment settlement.
Project Lead • team
Honorable mention, UPJŠ
Hackathon prototype that screens tear ferning microscopy images for eye and systemic diseases.
ML Engineer • solo
2D simulation environment using evolutionary neural networks to train autonomous driving agents without backpropagation.
Backend Engineer • team
MMO sustainability game with AR elements, where players explore the real world to manage and build up their resources.
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.
Gameplay Engineer • team
2nd place, iHRA 2023and 4th place, Špongia 2022
Action-adventure Unity game with combat, loot tiers, leveling and an in-game economy.
Backend Engineer • team
3rd place, Hack Košice 2023
AI-powered platform for generating comics from user ideas using large language models and image generation tools.
Data Engineer • team
MLH Best Use of Google Cloud
Game recommendation platform that analyzes user behavior to suggest personalized game choices.
UI Engineer • team
2nd place, Špongia 2021and 2nd place, iHRA 2022
Rhythm-based game featuring customizable gameplay, level editor, and responsive UI systems built around music-driven interaction.