detection and facial recognition deep 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
programming language for 13 years. Now I follow the latest standards and even technical drafts to write expressive, high performing programs. Familiar with new language features like PMR, coroutines, parallel STL and Transactional Memory. High Performance Computing HPC coding skills. Developed libraries that takes advantage of OpenCL/Vulkan to run on the GPU for performance gain. I also have experience with OpenCL on FPGAs for building DNN accelerators. By extension, I'm also familiar with parallel computing on CPU, is neutral to parallelization solutions and is very aware of the traps of NUMA
being an algorithm engineer truly brings me passion in my work. Senior Software/Algorithm Engineer Taipei, Taiwan [email protected] Skills Programming Lang. C/C++ Python Shell Script CMake Tool Git Docker Doxygen Swig (API for python from C++) OpenCV OpenCL Linux Skill multi-threads distributed computing serialization/deserialization CICD data version control (DVC) MLOps Image Processing PCA Interactive Segmentation Connected Component Image Stitching Direct Linear Transformation Kalman Filter (Tracking) SIFT Hough HoG Image Deblurring Depth Estimation ISP Machine Learning Framework Transformation Data Augmentation Transfer Learning Model Pruning Model
base strategy framework C++ base HFT strategy develop Add feature for EVM compatible Blockchains HTC Vive , 21 JanDec 2019 Position: Sr. Software Engineer - Algorithm Team Site: https://www.vive.com/us/ (C/C++) Refactoring distortion program to the OpenCL code (C/C++) Design and refactoring 3D reconstruction project with better design pattern and unit test. Nogle Limited - Style.me , 01 NovJan 2019 Position: Software Engineer in Style.me - Simulation Team Site: https://www.style.me/ ( C+
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
陳勤霖 神經工程博士背景的數據分析師 Ph.D. in Neuroscience from Neuroengineering lab I have 5 years of hands-on experience in image and data analysis with biotechnology innovation projects. Dependable ability in managing collaborative projects to success. Business-driven motivation to apply analytic skills to optimize the product and its development procedure. https://chinlinchen1312.wixsite.com/chin-lin-chen 工作經歷 一月十二月 2023 博士後研究員 洛桑大
Data Science
Data Analysis
Machine Learning
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
・
神經科學
The Most Lightweight and Effective Recruiting Plan
Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.
Develop device drivers and system architecture for doorbell based on ambarella platform.
Implemented PDM2PCM converter and low power consumption system development on STM32.
Senior Firmware Engineer at Goertek Inc., Jul. 2016 – Mar.2021
Job descriptions:Firmware architecture, live streaming solutions and custom development on 360° camera,360° camera calibration/stitch, IP camera systems development, drone operating System development, IQ test.
Ported Zoran COACH 13 to Nikon's touch screen camera and bring up camera system.
Improved the performance of capture/video flow by over 40%.
Improved boot process to reduced boot time by 30%.
Improved the menu animation flow to increase 20% of the menu animation speed.
Education
Master’s Degree in Electrical and Computer Engineering, 2009, National Taipei University of Technology
Specialize in:Software Engineering, Automatic Control Systems, Digital Image Processing
Master's Thesis:Real-Time Visual Localization and Mapping. Professor: Dr. Leehter Yao
Bachelor's degree in Electrical and Computer Engineering, 2006, Tamkang University
Autobiography
I have more than nine years of experience in development of software/firmware
engineering in embedded systems. I worked on firmware design and development of
video products including digital camera, camera phone, 360 degree camera and IP
camera.
My graduate level research in computer vision algorithm focused on motion analysis and recognition, I excel at image process algorithm. My interests include image processing feature detection, automatic control systems and software-defined networking.
In 2010 I joined Ability Enterprise Corporation and I worked as a senior firmware engineer for five years. I was responsible for the development of camera system produced by the company. I am well aware of the practical issues involving boot, capture and video flow in RTOS. I
have the abilities to improve camera performance and efficiency across all camera products. I Designed, implemented and released four Nikon camera products to market.
In 2016, I worked at Goertek as a Senior Firmware Engineer focusing on RTOS development, android's camera JNI/HAL, computer vision algorithms and applications. I’m experienced in drone development, construction and controller optimization. I
have the abilities to develop computer vision algorithm using GPU programming on mobile phone. I Executed the live streaming architecture implementation for 360 degree camera app. I established a special camera flow in android HAL and Ported the driver in kernel for dynamic vision sensor in recent project. In 2019 I implemented the image quality test flow in IP camera manufacturing. I helped to build the SFR(Spatial Frequency Response) test system that found out qualified resolution power and and glue lens in this position. I Improved the IQ test flow to achieve target UPH(unit-per-hour machine rates). I collected the IQ data to analyse various issues with python and fix these issues to arise the yield rate.
Current, I worked at Leedarson as a Senior Firmware Engineer. I implemented the PDM2PCM converter for audio algorithm on STM32. I developing the doorbell system and porting realtek 5676 driver on ambarella for now.
Develop device drivers and system architecture for doorbell based on ambarella platform.
Implemented PDM2PCM converter and low power consumption system development on STM32.
Senior Firmware Engineer at Goertek Inc., Jul. 2016 – Mar.2021
Job descriptions:Firmware architecture, live streaming solutions and custom development on 360° camera,360° camera calibration/stitch, IP camera systems development, drone operating System development, IQ test.
Ported Zoran COACH 13 to Nikon's touch screen camera and bring up camera system.
Improved the performance of capture/video flow by over 40%.
Improved boot process to reduced boot time by 30%.
Improved the menu animation flow to increase 20% of the menu animation speed.
Education
Master’s Degree in Electrical and Computer Engineering, 2009, National Taipei University of Technology
Specialize in:Software Engineering, Automatic Control Systems, Digital Image Processing
Master's Thesis:Real-Time Visual Localization and Mapping. Professor: Dr. Leehter Yao
Bachelor's degree in Electrical and Computer Engineering, 2006, Tamkang University
Autobiography
I have more than nine years of experience in development of software/firmware
engineering in embedded systems. I worked on firmware design and development of
video products including digital camera, camera phone, 360 degree camera and IP
camera.
My graduate level research in computer vision algorithm focused on motion analysis and recognition, I excel at image process algorithm. My interests include image processing feature detection, automatic control systems and software-defined networking.
In 2010 I joined Ability Enterprise Corporation and I worked as a senior firmware engineer for five years. I was responsible for the development of camera system produced by the company. I am well aware of the practical issues involving boot, capture and video flow in RTOS. I
have the abilities to improve camera performance and efficiency across all camera products. I Designed, implemented and released four Nikon camera products to market.
In 2016, I worked at Goertek as a Senior Firmware Engineer focusing on RTOS development, android's camera JNI/HAL, computer vision algorithms and applications. I’m experienced in drone development, construction and controller optimization. I
have the abilities to develop computer vision algorithm using GPU programming on mobile phone. I Executed the live streaming architecture implementation for 360 degree camera app. I established a special camera flow in android HAL and Ported the driver in kernel for dynamic vision sensor in recent project. In 2019 I implemented the image quality test flow in IP camera manufacturing. I helped to build the SFR(Spatial Frequency Response) test system that found out qualified resolution power and and glue lens in this position. I Improved the IQ test flow to achieve target UPH(unit-per-hour machine rates). I collected the IQ data to analyse various issues with python and fix these issues to arise the yield rate.
Current, I worked at Leedarson as a Senior Firmware Engineer. I implemented the PDM2PCM converter for audio algorithm on STM32. I developing the doorbell system and porting realtek 5676 driver on ambarella for now.