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A lot of work experience and skills, be proactive and have passion with new technique. Quickly master new skills with good understanding, I have strong passion for robotics, and want to work with innovative value

Computer Science Division
PhD. Degree Incomplete
	
Research Topics
● Local feature based pattern recognition algorithms for example SIFT (Scale Invariance Feature Transformation) and SURF (Speed-Up Robust Features) 
● Depth Weighted SURF Algorithm development using Microsoft Kinect. Try to combine depth and color sensors for improving recognition.

National Taiwan University, Taiwan

Master Degree Graduated
	
Research Topics
● Potential field Based Path Planning

National Chiao Tung University, Taiwan

Associated Manager

Hsieh Cheng Tien

Flytech Technology Co., Ltd, Taiwan

Technique Manager

Develop, implement, and maintain platforms for inference engines. Develop and implement applications for automated optical inspection.

Major Accomplishments 
● Porting OpenVINO inference engines to specific Intel-based devices on Windows and Ubuntu. Try to develop a system which is cross-platform and adapted to different inference engines
● Study GStreamer-related programming and combine it with OpenCV and OpenVINO for video streaming on Windows and Ubuntu
● Develop Automated Optical Inspection (AOI) applications for detecting screen defects using Python and Pyside2
● Develop a simple Optical Character Recognition (OCR) application using tesseract-OCR and QT
● Study various makefile systems, such as CMake, waf, and mason, to accomplish system integration on Windows and Ubuntu
● Survey LLMs(ChatGLM and LLaMa 2), fine-tunning, prompt engineering and langchain framework for building local ChatBot
● Use Ultralytics YoloV8/YoloV8-POS and Public dataset to train various models, including Face and Hand Detection with Landmark, License Plate Recognition and other object detection applications
● Survey Face Identify model GhostFaceNets, transfer and deploy to Intel OpenVINO Platform
● Survey Oneshot Object Detection Models
● Develop Speech Recognition Application using OpenVINO and OpenAI Whisper

Serve as an associated manager in value lab., manage projects, design software architecture and program for medical related recognition problem

Major Accomplishments
● Perform recognition and computer vision related problems using tensorflow python framework for medical image
● Experienced in deep learning models for classification, detection, and segmentation
● Manage abdominal ultrasound, angiography and Brain MRI related project 
● As Taiwan AI Academy Tech. student, share topics about semantic segmentation and capsule network in study group
● Received Award for Accumulation of Individually Applied Patents 2019 (Number of Patents: 6)
● Demo Angiography Project at Taiwan HealthCare Expo 2020
● Lead GON(Glaucomatous Optic Neuropathy) project in 2020~2021

Acer Incorporated, Taiwan

Associate Manager

Develop, implement and maintain automation equipment software for Optical Fiber Communication

Major Accomplishment
● Develop, implement and maintain automation equipment software system using C++/CLI and .Net framework. 
● Perform Pattern Recognition Problem using OpenCV, for example: wafer counter in cassette, detect if wafer exist, wrong placed or oblique cutting

Aurotek Corporation, Taiwan

Senior Software Engineer

In core technique center (Da Vinci Lab.), search opportunity or new product for consumer robotics, focus on sensor and vision related techniques. In charge of computer assisted language learning system for learning Mandarin Chinese

Major Accomplishment
● Design and develop robotics software system 
● Research about Pattern Recognition, Human-Machine Interaction and Computer Vision
● Plan for sensor fusion and wireless sensor network 
● Development computer assisted language learning system for learning Mandarin Chinese

ASUSTeK Computer Incorporated, Taiwan

Software Engineer

Work in system team for traditional handset. Maintain and Debug for TI Nucleus RTOS (Real Time Operation System). In charge of LCD, Camera and vision-related functions simulator on windows for traditional handset

Major Accomplishment
● TI ARM 7.0 based system software integration
● Embedded system maintain and debug
● Design and implement vision-related functions of traditional handset simulator on windows
● OpenGL ES Survey 
● MT Blog System Survey

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