CakeResume Talent Search

Coral TPU, Lattice ECP5, U+, Crosslin-NX FPGA, Raspberry Pi, Intel Movidius, NVIDIA GPU Compute Engine, App Engine, Vision API, Auto-ML, Container Registry, Kubernetes Engine Sagemaker, DeepLens, Lambda, Rekognition API, Reko API custom labels Docker, OpenCV, Machine Learning, Deep Learning, Computer Vision, Convolution Neural Nets (CNN), LSTM, Networking, Model Optimization, Quantization, Pruning, Linux Kernel, OpenWRT Work Experience Work Experience AI & Embedded Systems Consultant Self-Employed • FebruaryPresent Working with companies to blend AI with embedded systems specifically to enable AI on edge devices, including the device ecosystem. Staff Engineer Softnautics • SeptemberFebruary 2021 Architectured a Dockerized ML training framework

Data Center with automatic mechanisms to run AI model training, event-base notifications and reduce routine tasks. - Airflow, PostgreSQL, MySQL, Redis, MongoDB, Docker, Selenium 2. Provide electricity consumption forecasts to assist business analysis teams in trading judgments. - Prophet, panda 3. Provide futures market price time series model to forecast the trend, improve the company's long and short futures contract strategy. - NN model, Regression, Auto Hyperparameter Optimization MediaTek Inc., Data Analytics Engineer , Nov 2018 ~ DecBuild up an Open EDA Tool environment and agent for AI model training. Co-work with machine learning engineer

. Excellent communicator, equally comfortable communicating complex business goals to senior management and company’s workforce Area of expertise Performance and process improvement management in logistics, procurement and end-to-end stock management Strong understanding of Lean organizational structure design, lean management principles and methodologies enabling the execution of operating model optimization and organizational frameworks design. Project and Program Management understanding (Drafting Plans, Developing and Implementing strategies and Monitoring Budget) Cross-functional, cross-business matrix management experience using, using collaborative approach to influence business partners and peers across the firm. C level stakeholders communication and presentation skills Work

Kuo-Lun Huang Experienced leader in innovative AI solutions, implementing Retail Visual recognition, Route-Optimization, and 3D models design. Collaborated with Nvidia on AI projects, managing MLOps on AWS/Azure. Established AI expert with patented processes and algorithms, adept in ML/DL models and AI chip applications. Imparted knowledge through training programs as a lecturer and editor. Seeking to become an integral part of the team. Taipei City, Taiwan WORK EXPERIENCE工 AI 研發副理(function leader) • 緯創資通股份有限公司 三月Present 專

optimization schemes Distribution model and operation procedure planning (For LINE Official account, LINE Live, LINE Notification ) Promotion strategy and campaign development Obtained LINE Technology Partner Qualification on behalf of SHOPLINE in June 2023 Participated in the SHOPLINE development center establishment project Introductory document drafting Carried out user experience investigation and optimization Researched and analyzed the relevant regulations and privacy policies Solicited MarTech vendors to launch their integration app on SHOPLINE app store. Terms and conditions negotiation Offered training and support regarding system integration Developed promotion plans for vendors Providing optimization advice based on the clients' feedback ► Partnerships Associate

working experience as a software engineer Developed neural network models and inference programs using Python/C++ Developed Android applications on Zenfone and Zenbo robot using Java/C++ English TOEIC 815/990 Work Experience MediaTek - Senior Software Engineer,Present (0.6 years) AI model co-optimization, profiling and debugging with customers ChungHwa Telecom Lab - Associate Researcher,years) Developed 2D/3D face anti-spoofing recognition models and inference module ASUS - Sensor Software Engineer,years) Got a promotion to senior software engineer after 1.8 years Developed Reminder application on ASUS Zenbo robot

Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to