Self-driving car model design on NVidia Jetson TX2/TX1. Experience on Deep Learning (CNN+RNN), Reinforcement Learning(RL) and Generative Adversarial Network(GAN). Worked on TensorFlow, Caffe with python interface and trained on GTX 1080 TI.● Experience on Drive PX2 AutoChauffeur setup and recorder tool of DriveWorks for data extraction● Experience on integrating Microsoft AirSim with Unreal Engine and OpenAI Gym environment to run RL DQN model. (Demo Link)● Implemented… Show more Self-driving car model design on NVidia Jetson TX2/TX1. Experience on Deep Learning (CNN+RNN), Reinforcement Learning(RL) and Generative Adversarial Network(GAN). Worked on TensorFlow, Caffe with python interface and trained on GTX 1080 TI.● Experience on Drive PX2 AutoChauffeur setup and recorder tool of DriveWorks for data extraction● Experience on integrating Microsoft AirSim with Unreal Engine and OpenAI Gym environment to run RL DQN model. (Demo Link)● Implemented Conditional WGAN with own data with mnist format (Github Link)● Implemented image augmentation tool to help improve deep learning result.Successfully ran of PiloNet model of NVidia on Jetson TX1 remote control car, we recorded 560,000 picture as training.(Demo Link) ● Implemented Udacity CH2 with LSTM model on TensorFlow, and designed Client Server structure to control remote car on Jetson TX2. (Demo Link)● Designed 2nd generation Remote Control Car on Jetson TX2● Built realistic steering wheel and throttle for simulator real driving condition, it includes 3 Logic C920 USB camera, 1 on board camera and 4 proximity sensors● Designed collecting data system with Pyserial, OpenCV and threading to automatic link multilabel from camera recorded image.● Designed and constructed 6M x 6M realistic platform which is a scale size of 1:10 in reality. ● Found a lot of materials to create road signs that are similar in the real world and pasted it by hand on the platform.● Defined driving scenery and drove the car to collect data● Developed tool to create LMDB file of multiple labels for training and validation data. Successfully started training on NVidia DIGITS with BLVC Caffe● Experienced with design TensorRT 3 tool for the inference camera data of the self-driving car system. Show less

Automobile entertainment system design on NVidia Tegra 3 core. Co-work with Haitec (brand is Luxgen) and finish factory verification to help customer to lead the OBU into market. Conference call on a weekly basis with Arcsoft to sync up issues.● Integrate Miracast, MirrorLink and CarPlay solution to system● Responsible for getting the CarPlay certification logo○ Submit USB performance test results from iPerf test○ Coordinate with customer and colleague to fit CarPlay… Show more Automobile entertainment system design on NVidia Tegra 3 core. Co-work with Haitec (brand is Luxgen) and finish factory verification to help customer to lead the OBU into market. Conference call on a weekly basis with Arcsoft to sync up issues.● Integrate Miracast, MirrorLink and CarPlay solution to system● Responsible for getting the CarPlay certification logo○ Submit USB performance test results from iPerf test○ Coordinate with customer and colleague to fit CarPlay request○ Complete CarPlay ATS Test Cases (whole items beside ITU)○ Experienced on ITU-T test●Plan and develop factory test tool, and improve test process of product line.● Lead test team members and coordinate with SW, EE R&D Show less

Experienced on educational B2B project. I've participated in many educational B2B biddings of government in Taiwan and China (Guizhou, Zhengzhou and Beijing). Successfully setup overall solution that included equipment (70 inch touch panel, Project, Tablet etc), software content and teaching method in several schools. I lead 30 service team members to handle following items:● Pre-sales Service: Coordinated closely with internal sales and designed suitable solution for customers’ business… Show more Experienced on educational B2B project. I've participated in many educational B2B biddings of government in Taiwan and China (Guizhou, Zhengzhou and Beijing). Successfully setup overall solution that included equipment (70 inch touch panel, Project, Tablet etc), software content and teaching method in several schools. I lead 30 service team members to handle following items:● Pre-sales Service: Coordinated closely with internal sales and designed suitable solution for customers’ business requirements. ● Business Engagement: Participated in several educational exhibitions and training for business partners in China. (Guizhou, Yantai, Zhengzhou, Beijing, Shenyang, Shenzhen Nanjing, Shanghai, Nanyo, Changsha)● System setup: Collaborated with vendors and agents to handle 7 educational B2B bidding projects and setup overall solution over 2000 schools. (網奕(HABOOK)/康軒(Kang Hsuan)/控智(KONZESYS)/明博(Mainbo) etc.. ● Product Integration: Designed Smart, Flipped and IOT classroom. Continuously discovered, evaluated, and integrated new technologies for overall solution.● Specification Define: Wrote and compared solution specification of bids and published to sales or agents● Training Planning: Coordinated with schools and agents about training details, devising and managing training plans.● Marketing Feedback: Collected customer's opinions and needs of the market to improve the quality of products. Show less

Android test tool design on NVidia Tegra 250/Tegra 3 core for Tablet project. Co-worked with Sony and finish factory verification to help customer to lead the Tablet S and S1 into market. I lead 10 test team members to handle following items:● Tool Develop: Responsible for designing advanced test tool, ranging from CPU, Memory, Graphic, Touch, Key input, Audio, Battery, Wi-Fi, Bluetooth, Camera, GPS, Burn-In Test etc.● Test Planning: Responsible for increasing test procedure efficiency… Show more Android test tool design on NVidia Tegra 250/Tegra 3 core for Tablet project. Co-worked with Sony and finish factory verification to help customer to lead the Tablet S and S1 into market. I lead 10 test team members to handle following items:● Tool Develop: Responsible for designing advanced test tool, ranging from CPU, Memory, Graphic, Touch, Key input, Audio, Battery, Wi-Fi, Bluetooth, Camera, GPS, Burn-In Test etc.● Test Planning: Responsible for increasing test procedure efficiency and improved product line UPH.● Test Coordination: Collaborated with cross-functional teams to develop, design and define new features.● Experienced on designing app for Smart Home project. Show less