Hui LI

Technique consultant specialized in: 🤖 Robotics: Calibration, object tracking, and communication system design for robotic applications, ensuring precision and efficiency in both simulation and real-world environments. 👁️‍🗨️ Computer Vision: Leveraging advanced techniques for image analysis, including semantic segmentation and real-time object detection, to enhance visual perception and enable intelligent decision-making. 🧠 Artificial Intelligence: Expertise in deep reinforcement learning for behavior guidance, AI model conversion, and algorithm design, driving innovation and performance optimization across diverse applications. 📊 Project Management: Proficient in project architecture design, technical negotiation, and stakeholder collaboration, delivering exceptional results through strategic planning and effective execution. 🔍 Research and Development: Patented solutions in device calibration and algorithm development, with a focus on staying ahead of industry trends and pushing the boundaries of technological innovation.

Joined Paris FRA4 residency

R&D project: - HDR algorithm prototyping and development: Projet architecture design (API and module interface design using PUML) Image alignment algorithms prototyping using Python(opencv, optimization approach) HDR feature (Mertens fusion) development on native language(Swift) for Apple application - User study POC via Flask web service (Front and back end) - Management of Color enhancement project (Data creation + model training + QA process + Docker) - AI model conversion (Tensorflow, PyTorch, ONNX, CoreML) Product: - Stories defining, technical feature listing and backlog prioritising Artistic: - Co-organize an intrapreneurship creative workshop(animation & session mentor recruiting etc) - Artworks exhibition & artworks NFT collection creation (https://opensea.io/collection/creativeero-gallery)

Production: Technical negotiation with chinese suppliers in the context of company oversea production Product installation verification tool development for customer side field technicians (C++) Product calibration tools development for factory mass production (C++) Research and Development: Android & IOS device calibration development (app patented and world wide deployment) Android application design and development using Kivy (Python, linux, Makefile, Puml) Self camera calibration Python and C++ code conversion Algorithm design and development (C++ and Python) - Design and develop a probability model for object detection - Design and develop an optimization algorithm for object contour detection Artificial Intelligence (Python): - Data annotation interface design and development (powered by AI models developed, Python) - Eye frame landmarks detection (Keras with tensorflow backend) - Real time face detection (caffe) - Eye frame material prediction (Keras with tensorflow backend) - Semantic segmentation - Iris detection (caffe) Computer Vision Django (project in process for data mining by connecting with Amazon Mechanical Turk)

R&D in 3D image registration (rigid/non-rigid) and data analyze - Pattern recognition (Aortic dissection) using Machine learning (SVM, HOG, ITK, OpenCV, C++) - 3D segmentation (ITK) - Medical image rigid/non-rigid registration using Elastix on Linux environment (Python & C++) - Evaluation of deformity of the iliac artery in preoperative/intraoperative/postoperative (Python,Linux) - Data analyze for prostate radiotherapy (C++, ITK) - Version control (Git)

Design and develop a computer assisted medical intervention tool for cardiac intervention planning (minimally invasive approach) , financed by Labex CAMI (Laboratory of Excellence “Computer Assisted Medical Intervention”) (http://cami-labex.fr/) Project management: - Lead project : using AHP (analytic hierarchy process) method for final solution chosen - Project management : Draft the planning table using GanttProject R&D: - Rib automatic detection using OpenCV (95% good detection of a database of 30 patients) - Aorta & valve segmentation (machine learning / computer vision ) - Interface ergonomic design (Qt) - Versions control (Tortoise SVN) -Scientifique & Medical publications

Research and development in human robot interaction field - Robot controlling by a mobile devise (Android) via Wi-Fi - Communication server program in Python, CherryPy - HMI (Human Machine Interface) created using Unity (PlayMaker) - Robot (NAO) automatic printing and distribution of advertisements - Interaction human/robot, program with Choregraphe - Robot programmer of a robot film for the participation of robot film festival