AI Developer at Careweb and previously at VOIAR, with dual Computer Science and Telecom Engineering backgrounds. Passionate about building scalable AI-powered systems and meaningful digital tools—from healthcare-grade transcription pipelines to real-time robotics.

Creator of Storify - AI Story from an Image and ListiMate - Smart grocery list (1000+ cross-platform downloads). First-class graduate from Eszterházy Károly University (HU) and top-5 in Telecom Engineering at Delta University (EG).

^{Nov 2024 – Present · Utrecht - Netherlands 🇳🇱}

• Designed and implemented an AI-powered transcription and summarization pipeline using Whisper, FastAPI, vLLM, and Weaviate, reducing summarization time by 40% and enabling scalable 30k-token prompt handling.
• Architected and deployed modular Java/Spring REST microservices as OSGi bundles on Apache Karaf.
• Migrated legacy JSP interfaces to a modern bilingual (NL/EN) React-based front-end.
• Built an observability stack using OpenTelemetry, Prometheus, Jaeger, and Grafana for GPU workload monitoring.

^{Mar 2023 – Nov 2024 · Utrecht - The Netherlands 🇳🇱}

• Developed edge-optimized YOLO vision models with GPU acceleration, cutting inference time from 980ms to 80ms.
• Contributed to the official open-source Ultralytics YOLO repo by adding a TensorRT Docker image for Jetson Nano—boosting inference performance by 43%.
• Implemented socket-based inter-robot communication protocols (ZMQ, TCP) with 0.0043s latency.
• Built a mobile-first control interface deployed across multiple screen sizes.
• Reduced redundant data in a 4M-record MySQL dataset by 75% per training cycle.

^{Apr 2022 – Oct 2022 · Budapest - Hungary 🇭🇺}

• Conducted QA testing and validation for frontend modules in IoT-driven platforms.

Languages

Frameworks & Libraries

Tools & Infrastructure

A minimal Docker image (JetPack 4.x) that uses CUDA 10.2, PyTorch 1.11, and TensorRT 8.2 to cut latency by ~43% and boost FPS by ~72%. It ended up being added to the main codebase of Ultralytics and is used by over 30K users.

How I turned "just an idea" into a smarter shopping tool

📄 My full resume is available on my website.