InferenceLab
Decomposes AI inference stage by stage, then measures it across modalities and runtimes.
Python · FastAPI · PyTorch
Cédric MaronAI, Machine Learning & Computer Vision Engineer
I build efficient AI systems from research to production.
Selected projects
Anamya
Healthcare platform that removes the paperwork around a dental appointment.
React · TypeScript · Python
MyAlphaEdge
Market-intelligence platform aggregating financial, macro and news signals.
Python · React · TypeScript
BlendGen
Blender add-on generating annotated RGB-D datasets for vision training.
Python · Blender · Computer Vision
Experience
Chief Technology Officer — Anamya
Technical vision and full-stack development of a healthcare platform for dental practices.
Founder & AI Product Engineer — MyAlphaEdge
Built a market-intelligence platform: data pipelines, AI-assisted processing and the product itself.
PhD Research Engineer — SEGULA Technologies / CNRS
Research in efficient computer vision, knowledge distillation and embedded AI, transferred into industrial use.
Computer Vision Intern — KTH Royal Institute of Technology
Embedded document-recognition system built in Stockholm.
Core expertise
- AI & Computer Vision
- PyTorch, OpenCV, object detection, model training
- Model Optimization
- ONNX Runtime, CUDA, quantization, pruning, distillation
- ML Systems
- FastAPI, inference pipelines, benchmarking, edge deployment
- Product Engineering
- React, TypeScript, APIs, databases
Let's build useful AI systems.
Open to AI, Machine Learning and Computer Vision opportunities in Switzerland and France.