About Me
I'm a software developer with a passion for AI, machine learning, and computer vision. With years of experience spanning research and production environments, I help businesses leverage cutting-edge technology to solve real problems.
Whether it's building intelligent systems, automating workflows, or creating custom solutions from scratch, I focus on delivering results that actually move the needle for your business.
I'm based in Budapest, Hungary but I'm open to work on projects remotely.
Highlights
From Past Work
Real projects, real impact across AI, web development, and medical tech
Full-Stack LLM Applications
Palindrom • 2024 - 2025
Built sophisticated LLM applications including voice AI assistants, viral video content detection workflows, and conversion optimization tools via AI-generated website CTA components.
Advanced conversational AI with voice capabilities, lip synced avatar rendering and comprehensive evaluation tools for top performance.
3D Photogrammetry & CT Processing
cureVision & Sentec • 2022 - 2024
Developed sophisticated 3D mesh and pointcloud processing pipelines. Automated CT segmentation, and FEM model generation in FDA clearance environment. Designed database for clinical data lake.
Advanced 3D mesh processing for chronic wound assessment. Reconstruction of in-tact skin surface for reference, metric measurements.
Learn what it's used forMedical AI
MedInnoScan • 2020 - 2021
Trained deep learning models for 3D femoral cartilage segmentation, chronic wound classification, and CT super-resolution from scratch on cloud infrastructure.
End-to-end deep learning pipelines for MRI segmentation. Trained models from scratch on cloud infrastructure, set up for inference on the backend, added 3D visualization UI on frontend.
Read paperFreelance Web Development
Custom websites and web applications like internal dashboards tailored to client needs across different industries.
Dentomix is a dental clinic in Budapest, Hungary.
dentomix.huCafé Páholy is a café, bistro and bar.
(work in progress)Actually, you're even looking at one of my own work right now.
3D Vessel Tree Segmentation with
Neural Networks
Hannover Medical School • 2017 - 2020
Pioneered AI-supported 3D segmentation of whole scale porcine coronary vessel trees (capillary to macro-scale) on reconstructed 3D model from microscopic histological slices. Developed novel computer vision algorithms and using deep learning models on a large scale dataset of several TB of imaging data trained on synthetic data.
Neural network based vessel tree segmentation in 3D to enhance contrast based progressive segmentation algorithm.
Read thesisWhat I Can
Help You With
I can help you with a wide range of projects.
LLM Applications
AI is everywhere. I'll put AI into your existing application or make your custom AI assistant. Not because everybody does it, but because you can benefit from it.
Have an idea but not sure if it's worth building? I can create a working prototype in a few days to help you test it out. If it shows promise, we can develop it into a full solution.
I help you understand what your data is telling you. Whether it's finding patterns, building predictive models, or creating visualizations that actually make sense.
Clean, functional solutions that work well and look good. No unnecessary complexity.
Custom internal dashboards that give you the data you need, when you need it, from any device.
From simple OCR via object detection to 3D mesh/pointcloud processing.
AI and computer vision for complex medical imaging challenges.
How I Work
Straightforward process, clear communication, practical results
Discovery
We start with a conversation about your challenge and goals. I ask questions to understand what you really need.
Prototyping
Quick proof-of-concept to validate the approach right away. So we know we're on the right track from an early stage on.
Development
Build the full solution with regular check-ins. I work independently but keep you in the loop throughout.
Delivery
Deploy, test, and hand over with documentation.
Timeline & Delivery
Every project is different. We'll discuss realistic timelines after our initial consultation.
What You Can Expect
Tools I Work With
The right stack for the right job. These are the technologies I leverage to deliver results.
AI & Machine Learning
Backend Development
Frontend Development
Data & Cloud
Computer Vision
Medical AI
Current Side Project
Experimenting is my hobby.
Currently exploring how AI can generate immersive 3D worlds provided a 3D asset and a user prompt. Quite tricky as LLMs are not the best at spatial understanding!
