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機器學習工程師 @日新軟體股份有限公司2021 ~ Present
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within six months
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
機電整合所
Offline
Offline
資深工程師 @廣達電腦股份有限公司2019 ~ Present
・
資料分析師 軟體設計工程師 演算法開發工程師 深度學習研發工程師 AI工程師
Within one month
AMR專案時，使用Git/GitLab進行控管 會使用基本Git操作流程 LiDAR Mapping & Localization 在開發AV及AMR專案時，使用3D LiDAR進行點雲地圖建立及定位 Sensor Fusion Algorithm 使用車身資訊(odometry、steering angle)、INS設計慣性導航系統(INS)，融合GPS資訊，以 Kalman filter為基礎進行協同式定位演算開發 GNSS/RTK Application Programming 自
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立虎尾科技大學
・
電機工程資深軟體工程師 @希恩體感科技股份有限公司 CyweeMotion Inc.2021 ~ Present
・
Software Engineer / Algorithm Engineer / Firmware Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
中原大學 Chung Yuan Christian University
・
電機工程
Technical Manager @Ambarella Inc.2014 ~ Present
・
Within one month
Europe (German, Italian) tier-1 clients and to support customers' requirements project management, mentoring and assigning tasks to engineers, leading firmware engineers to deliver projects on time Staff Engineer ADAS/Vision/Radar (1) Surround reconstruction algorithm designD/3D/Object Detection, Object Mask neural network post processing algorithm design. (3) Integrate Radar/vision fusion, multi-sensor fusion (4) ADAS demo cars built for customers, including debugging, testing and data analysis (5) Feature matching algorithm design (6) Radar and camera calibration algorithm design (7) Algorithm optimization (OpenGL/OpenCL, vector processor/accelerator) ISP/IQ
Employed
Full-time
10-15 years
元智大學 Yuan Ze University
・
computer scienceEmployed
Part-time / Interested in working remotely
6-10 years
國立台北科技大學
・
Automation Control
Senior Machine Learning Engineer @C-Media Electronics2020 ~ 2021
・
Machine Learning Scientist, Data Scientist
Within one month
the Best Challenge Poster in PhysioNet/CinC ChallengeSepMay.2022 The Effects of Task and Social Reflexivity on Group Performance - Study on Acoustic/Linguistic and Physiological signals fusion algorithms for group dynamics modeling. - Design a Multi-modality Multi-subjects group interaction dataset. Enterprise Corporation JanDec 2021 Senior Machine Learning Engineer | C-Media Electronics - Develop real-time deep CRNN AI de-reverberation engine with SRMRLead development of speech cloning from unseen sources using Generative Adversarial Networks. MarNov 2020 Senior Machine Learning Engineer | Institute for Information Industry (III) - Lead the development of deep video retrieval system speeding
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
・
電機工程
Heron Neutron Medical Corp @Senior Engineer2021 ~ Present
・
Within one month
medical device for FDA Others: - plan and report for component verification report - risk management and evaluation - schedule control and execute for project Senior Engineering • AU Optronics Corporation (AUO) 四月三月 2017 Develop algorithm of Depth map estimation - [Spatial domain] Stereo-matching algorithm algorithm develop by Matlab and C algorithm improve refinement method - [Temporal] Monocular depth estimation algorithm improve of fusion initial depth from optical flow and mean shift segmentation Develop Touch Pad Algorithm - Edge detection, contour trace, find fingertip, calc. mass point, CCL, ellipse detection, … Improve of 3D algorithm - 3D panel arrangement algorithm - 3D Panel calibration tool
Full-time / Interested in working remotely
10-15 years
I-Shou University
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資料分析師 軟體設計工程師 演算法開發工程師 深度學習研發工程師 AI工程師
Job types
Full-time
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Remote
Interested in working remotely
Freelance
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國立虎尾科技大學
Major
電機工程
嚴毅
目前任職於廣達電腦股份有限公司，主要使用C/C++在ROS系統上進行開發。 參與過AV(autonomous vehicle)功能開發及道路測試之專案、AMR(Autonomous Mobile Robot)於工廠內進行倉儲及貨運之專案開發及測試。 過去曾在法人單位參與過車輛定位演算法開發之科專計畫，有實車整合及道路運行測試之經驗。
[email protected] • +886 928785327 • Taoyuan,Taiwan
技能
ROS (Robot Operation System)
在AV及AMR專案時，使用ROS系統開發
C/C++
就職期間，主要使用C/C++進行開發
Git
在開發AV及AMR專案時，使用Git/GitLab進行控管
會使用基本Git操作流程
LiDAR Mapping & Localization
在開發AV及AMR專案時，使用3D LiDAR進行點雲地圖建立及定位
Sensor Fusion Algorithm
使用車身資訊(odometry、steering angle)、INS設計慣性導航系統(INS)，融合GPS資訊，以 Kalman filter為基礎進行協同式定位演算開發
GNSS/RTK Application Programming
自駕場域之RTK-GPS基站及載具上之移動站之儀器架設及訊號接收
HD Map(high-definition map)
在開發AV專案時，使用Lanelet2格式繪製高精地圖
工作經歷
Quanta Computer Inc., Senior Software Engineer, Dec. 2019 ~ Now
Autonomous Vehicle Development Project
1. generate 3D Point Cloud Map in urban area
2. solve positioning problems with RTK-GPS receiver
3. make HD Map with Lanelet2 format
Industrial automation development project
1. generate 3D Point Cloud Map in factory
2. 3D LiDAR localization application for AMR(Autonomous Mobile Robot)
3. SLAM & 2D/3D LiDAR Evaluation
Automotive Research & Testing Center (ARTC), Software engineer, Nov. 2016 ~ Dec. 2019
Technology Development Programs
1. Cooperative Vehicle Positioning algorithm development
2. Improve Vehicle Positioning algorithm, integrates with LiDAR & HD map information
3. RTK-GPS base station & rover installation and solve positioning problems on Autonomous Vehicle
Autonomous Vehicle Integration
1. Integrate the vehicle positioning systems for Golf Car & Shuttle Bus
Exhibition Participation & Autonomous Vehicle demo show
1. 2018 & 2019 Autotronics Taipei
2. 2019 台北經濟部 MIT自駕小型巴士開幕發表會
學歷
National Formosa University, Yunlin , Taiwan|September 2014 – July 2016
Master of Electrical Engineering
National Formosa University, Yunlin , Taiwan|September 2010 – July 2014
Bachelor of Electrical Engineering
National Hsinchu Senior Industrial Vocational School, Hsinchu , Taiwan|September 2007 – July 2010
Electrical Engineering
嚴毅
目前任職於廣達電腦股份有限公司，主要使用C/C++在ROS系統上進行開發。 參與過AV(autonomous vehicle)功能開發及道路測試之專案、AMR(Autonomous Mobile Robot)於工廠內進行倉儲及貨運之專案開發及測試。 過去曾在法人單位參與過車輛定位演算法開發之科專計畫，有實車整合及道路運行測試之經驗。
[email protected] • +886 928785327 • Taoyuan,Taiwan
技能
ROS (Robot Operation System)
在AV及AMR專案時，使用ROS系統開發
C/C++
就職期間，主要使用C/C++進行開發
Git
在開發AV及AMR專案時，使用Git/GitLab進行控管
會使用基本Git操作流程
LiDAR Mapping & Localization
在開發AV及AMR專案時，使用3D LiDAR進行點雲地圖建立及定位
Sensor Fusion Algorithm
使用車身資訊(odometry、steering angle)、INS設計慣性導航系統(INS)，融合GPS資訊，以 Kalman filter為基礎進行協同式定位演算開發
GNSS/RTK Application Programming
自駕場域之RTK-GPS基站及載具上之移動站之儀器架設及訊號接收
HD Map(high-definition map)
在開發AV專案時，使用Lanelet2格式繪製高精地圖
工作經歷
Quanta Computer Inc., Senior Software Engineer, Dec. 2019 ~ Now
Autonomous Vehicle Development Project
1. generate 3D Point Cloud Map in urban area
2. solve positioning problems with RTK-GPS receiver
3. make HD Map with Lanelet2 format
Industrial automation development project
1. generate 3D Point Cloud Map in factory
2. 3D LiDAR localization application for AMR(Autonomous Mobile Robot)
3. SLAM & 2D/3D LiDAR Evaluation
Automotive Research & Testing Center (ARTC), Software engineer, Nov. 2016 ~ Dec. 2019
Technology Development Programs
1. Cooperative Vehicle Positioning algorithm development
2. Improve Vehicle Positioning algorithm, integrates with LiDAR & HD map information
3. RTK-GPS base station & rover installation and solve positioning problems on Autonomous Vehicle
Autonomous Vehicle Integration
1. Integrate the vehicle positioning systems for Golf Car & Shuttle Bus
Exhibition Participation & Autonomous Vehicle demo show
1. 2018 & 2019 Autotronics Taipei
2. 2019 台北經濟部 MIT自駕小型巴士開幕發表會
學歷
National Formosa University, Yunlin , Taiwan|September 2014 – July 2016
Master of Electrical Engineering
National Formosa University, Yunlin , Taiwan|September 2010 – July 2014
Bachelor of Electrical Engineering
National Hsinchu Senior Industrial Vocational School, Hsinchu , Taiwan|September 2007 – July 2010
Electrical Engineering