About

Martin Lédl.

Full-stack developer and ML engineer. I have been programming since thirteen and freelancing since fifteen. I'm currently a Master's student at CTU in Prague and previously worked at the Czech Academy of Sciences.

Profile

I started programming at thirteen and built my first paid website at fifteen. Since then, my projects have ranged from websites for small businesses to AI models for physics simulations.

A few years ago, I became interested in neural networks. I started reading research papers and reproducing their results, then trained my own language and image-generation models. I now use open-source AI models in client projects when they solve a concrete problem.

I still enjoy freelance work just as much, especially the point when I can hand over a finished website or app. My clients value clear communication and reliability. I agree on the scope and deliver it on time.

Skills
Frontend
React
Next.js
TypeScript
Tailwind
Framer Motion
GSAP
Mobile
Swift
SwiftUI
WidgetKit
Core Data
ARKit
Backend
Node.js
Python
C / C++
PostgreSQL
Supabase
Machine Learning
PyTorch
TensorFlow
NumPy
Matplotlib
Pandas
Huggingface
Graphics
Photoshop
Premiere Pro
Davinci Resolve
Affinity Photo
Figma
Other
Vercel
Hosting services
API Integrations
Git
Github/Gitlab
Experience

Student Researcher

Oct 2024 to Present
Czech Academy of Sciences, Institute of Thermodynamics
  • Designing neural network architectures for simulation of fluid flow and topological optimisation
  • Published an article for the Topical Problems of Fluid Mechanics 2026 international conference

Full-stack & iOS Developer

Jul 2022 to Oct 2024
Code 8, Prague
  • Frontend development for e-commerce, backend contributions and testing
  • Lead iOS developer for 3D LiDAR scanning app, handling architecture, implementation, and deployment

Freelance Full-Stack Developer

Jan 2017 to Present
Independent
  • Websites for businesses and entrepreneurs
  • Often architecture studios and housing development projects
Education

Master's Programme

Sep 2025 to Present
Czech Technical University, Faculty of Information Technology, Prague

Bachelor's Degree

Sep 2022 to Jul 2025
Czech Technical University, Faculty of Information Technology, Prague
Graduated with Honours
Languages
Czech
Native speaker
English
C2, Cambridge CAE
German / Russian
Basic communication