Jade Shin Email & Phone Number

San Francisco, California, United States

San Francisco Bay Area

Mountain View, California, United States

Deep learning for Advanced Driver Assistance Systems- On-road object detection such as car, truck, bus, pedestrian, and cyclist, using 3D lidar data to generate ground truth for vision system evaluation- Rare object detection such as lying or sitting persons on the road by augmenting training dataset- Algorithm-based data curation to acquire an evaluation dataset with large variation

Seoul, Korea

Lidar based deep learning object detection for autonomous driving

Suwon, Korea

Deep learning on embedded platforms using camera image for Advanced Driver Assistance Systems- On-road object detection such as vehicle and lane, and in-vehicle passenger detection- Algorithm feasibility verification on embedded platforms

Suwon, Korea

Exercise recognition on mobile devices such as smartphone and smartwatch

As a research engineer (ph.d candidate), I have studied environment perception technologies such as segmentation of 3D point clouds, object perception based on deep neural network (DNN), and sensor fusion for automated driving vehicle. Abilities and achievements can be summarized as follows:1. Publications : 3 journals / 5 proceedings2. Awards : 1 paper award, 2 automated vehicle contests3. Patent : 1 domestic (Korean) patent4. Programming skills : C, C++, and python5. Hands-on skill for sensors for automated driving : 3D LIDAR and camera6. Mathematical backgrounds - Gaussian process - Machine learning (DNN) - Sensor fusion - Computer vision - Convex optimization

Doctor Of Philosophy - Phd, Electrical And Computer Science

Dissertation title : Object detection and classification in 3D point cloud data for automated driving Advisor : Prof. Seung-Woo Seo

Bachelor'S Degree, School Of Electrical And Electronic Engineering