CakeResume Talent Search

2020 Conducted 2D and 3D Object Detection Model Training and Optimization Conducted Traffic Light Recognition Model Training and Optimization Handled the Development of Inference Model with CUDA Library Coordinated the Integration and Implementation of Perception System in Apollo Environment Face Recognition JanSep 2018 Built up Image Collection System Evaluated the Performance of Inference Models Assisted in System Integration with Inference Model API Skills Programming Python: Pytorch, TensorFlow, OpenCV, Pika C/C++: CUDA, TensorRT Linux OS Docker Git AI: Deep Learning Familiar with Pytorch framework Have TensorFlow framework development experience Have TensorRT library development ex...

Jui Yu, Yang I graduated from the Department of Industrial and Information Management at National Cheng Kung University with a master's degree. My research focused on small sample machine learning and quality improvement in industrial management. With 6 years of experience in the software engineering industry, I emphasize code quality and automated deployment processes. I excel in full-stack web and desktop application development, particularly proficient in React framework and unit testing. My backend experience includes developing RESTful APIs and Socket.io services for inter-service communication, database management, Docker, and CI/CD

Huai-En Tseng I am familiar with data plane network function virtualization programming, high performance data plane system in data center, OpenFlow protocol, OpenvSwitch, RDMA programming, SR-I/OV, system programming optimization, eBPF/XDP, DPDK, Linux kernel packet processing, Ryu SDN controller, Kubernetes CNI and device plugin for RDMA. Senior Software engineer City，Singapore/Taipei [email protected] Work experience Shopee Singapore, Senior Software engineer , Sep 2021 ~ Now 1. Self-developed RDMA SR-I/OV cluster implementation for distributed machine learning system with lots nodes and 10 thousands pods . Including developing

learning models and algorithms [Core technology] - Golang/Python - AWS/DynamoDB/SQS/EC2 - Tensorflow/Keras/OpenCV/openVINO Platform Engineer Intern • Intel 二月六月Survey internal paper and develop the internal script for Xeon SP testing platform - FPGA, OpenCL deep learning and machine learning research - Develop an internal Demo application for deep learning usage with Qt/C++ - Hands-on some internal project management of Xeon customer platform enabling 學歷Nation Taiwan University Bioelectronic and BioinformaticsNational Taiwan University Clinical Laboratory Science and Medical Biotechnology 資格認證 Professional Machine

analytics tools and event tracking systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop

Lin Hui Teng AI Software Engineer Computer Vision Algorithm Developer with 5+ years of experience in writing codes and algorithms. Possess passion of machine learning concepts and other related knowledge. Currently focusing on AI + AOI. M.S., National Taiwan University of Science and Technology [email protected] R&D engineer, Cal-Comp Electronics, Dec 2016 ~ Aug 2020 Developed & maintained : Design localized facial ROI for skin detection function. Design emotion detector by using CNN method. Develop face type classifier by using machine learning method including Dlib and decision tree

reaching local vendor. I trained these comrades from 0 experience in iOS development to be capable to work alone in Objective-C, then I went to study more fundamental framework like AVFoundation, CoreAudio. Avermedia, Android application engineer, Dec 2013 ~ Mar 2015 Handled streaming media app which broadcast TV content from a dongle in LAN, participated in live app development, and also studied part of Android 4.4 framework. Education National Sun Yat-Sen University, Master of Science (MS), Electronic Engineering, 2010 ~ 2012 Actually still major in computer science related topic, involving machine learning, distributed computing.