About
After 10 years working in the Nuclear Industry between engineering and commercial activities, I have decided to let others benefit my coding skills by creating the IT freelancing company : Philanoe Consulting.
I can now support individuals, industrials and start-ups in their IT projects, I participate in their R&D, I automate their daily tasks, solve their common and complex IT problems as well as help them contribute to a more sustainable world by using Green IT recommendations.
Past projects in numbers
Happy Clients
Projects
Hours Of Support
Portfolio
AI model training 1
This project consisted in fine tuning a YOLO picture based object detection model, including : the acquisition of training pictures (through open-source databases and web data scraping), the automatic and manual curation of the pictures, the automatic and manual labelling, the scripting necessary to automate picture pre-processing, the analysis of the model accuracy, the scripting used to perform some hyper-parameters optimisation, and the embedding of the final model into the real-time picture analysis server.
AI model training 2
This project consists in training a 3D segmentation model on heavy medical data with the pytorch based framework MONAI. The challenges here are linked on the size of the training data and the duration of each training.
3D reconstruction from stereo images
This project consisted in mastering photogrammetry tools to recreate the 3D point cloud and 3D mesh of an object observed with low-resolution stereo cameras.
Arduino and Human Machine Interface Programmation
This project dealt with several stepper motors, one control board and one computer. My goal was to program the Arduino control boards and the computer interface to allow the final user to control the steppers, either in manual mode with a joystick, or in automatic mode.