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scores. Semantic segmentation model training for identifying ventricular contractions and providing visualization. Fall Detection Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation. Experiments design and collect training data. 【Self-Driving Car】 Perception Developed sensor fusion algorithms that combine data from multiple sensors (L iDAR , radar, camera, etc.) to generate a more accurate and reliable understanding of the environment. Software Integration System integration and real car tests at Taiwan CAR Lab and Taipei University. Education National Taipei University of Technology Institute

Europe (German, Italian) tier-1 clients and to support customers' requirements project management, mentoring and assigning tasks to engineers, leading firmware engineers to deliver projects on time Staff Engineer ADAS/Vision/Radar (1) Surround reconstruction algorithm designD/3D/Object Detection, Object Mask neural network post processing algorithm design. (3) Integrate Radar/vision fusion, multi-sensor fusion (4) ADAS demo cars built for customers, including debugging, testing and data analysis (5) Feature matching algorithm design (6) Radar and camera calibration algorithm design (7) Algorithm optimization (OpenGL/OpenCL, vector processor/accelerator) ISP/IQ

the Best Challenge Poster in PhysioNet/CinC ChallengeSepMay.2022 The Effects of Task and Social Reflexivity on Group Performance - Study on Acoustic/Linguistic and Physiological signals fusion algorithms for group dynamics modeling. - Design a Multi-modality Multi-subjects group interaction dataset. Enterprise Corporation JanDec 2021 Senior Machine Learning Engineer | C-Media Electronics - Develop real-time deep CRNN AI de-reverberation engine with SRMRLead development of speech cloning from unseen sources using Generative Adversarial Networks. MarNov 2020 Senior Machine Learning Engineer | Institute for Information Industry (III) - Lead the development of deep video retrieval system speeding

medical device for FDA Others: - plan and report for component verification report - risk management and evaluation - schedule control and execute for project Senior Engineering • AU Optronics Corporation (AUO) 四月三月 2017 Develop algorithm of Depth map estimation - [Spatial domain] Stereo-matching algorithm algorithm develop by Matlab and C algorithm improve refinement method - [Temporal] Monocular depth estimation algorithm improve of fusion initial depth from optical flow and mean shift segmentation Develop Touch Pad Algorithm - Edge detection, contour trace, find fingertip, calc. mass point, CCL, ellipse detection, … Improve of 3D algorithm - 3D panel arrangement algorithm - 3D Panel calibration tool