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4-6 years
6-10 years
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More than 15 years
Avatar of Vivian.
Avatar of Vivian.
Past
Product Specialist @老達利貿易股份有限公司(Canon Medical)
2016 ~ 2019
Within two months
Vivian 【Failure will never overtake me if my determination to succeed is strong enough.】 As a skilled professional with a diverse background in problem-solving, project management, and sales, I am excited to seek a challenging position that will effectively utilize my skills, experience, and provide an opportunity to work collaboratively with a team. With a proven track record of success in identifying the root cause of problems, developing and executing successful projects, and building positive relationships with customers to achieve sales targets, I am confident in my ability to excel in a dynamic and fast-paced environment
Statistical Process Control (SPC)
JMP
FDC
Unemployed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Tsing Hua University
Mechanical Engineering
Avatar of chen chopper.
Avatar of chen chopper.
助理工程師 @行政法人國家資通安全研究院
2023 ~ Present
滲透測試、資訊安全、系統開發、程式設計
Within one month
陳燕葶 Chopper Chen 來自台南,個性活潑樂觀富創造力,樂於學習新知及勇於接受新的挑戰。西元2018年畢業於國防大學理工學院資訊工程學系,於國防部服務4年後,目前於財團法人國家實驗研究院服務,主要工作經歷包含程式開發、滲透測試、惡意程式
python語言
C
Assembly Language
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學NTUT
自動化工程研究所
Avatar of DboyLiao.
Avatar of DboyLiao.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
Within one month
Yin Chen, Liao (廖尹禎) [email protected] Experience Senior AI/Prompt Engineer, Empathia.ai , 2023 July - Present Prompts Engineering, LLM Output Evaluation and Optimization. Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka. Senior Data/ML Engineer, MobLab Inc., 2022 JulyJuly Algorithm Design: game data analysis, user clustering RESTful API development: extensive experience on FastAPI , along with asyncio . Large-Language-Model(LLM): Hands-on experiences on building GPT
Python
Linux
C++
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
經濟學
Avatar of Paul Tang.
Avatar of Paul Tang.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ Present
Software Engineer
Within one month
vision API for fashion application - Upgrade legacy backend service to modern architecture. - Enable CI/CD flow and deployment - Build internal frontend application as a full-stack developer [Core technology] - Python/JavaScript - Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI - Vue.js - Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and
Python
Docker
Linux
Employed
Full-time / Interested in working remotely
4-6 years
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of Gavin Jang.
Avatar of Gavin Jang.
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan
2022 ~ 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 two months
8 years. Coordinated with Environment and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3. Machine Learning A-Z / Udemy 4. Deep Learning A-Z / Udemy 5. TensorFlow 2.0 using Keras API / Udemy 6
Deep Learning
Machine Learning
Statistics
Employed
Full-time / Interested in working remotely
10-15 years
National Sun Yat-sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Avatar of the user.
Avatar of the user.
演算法開發工程師 @亞迪電子
2020 ~ Present
AI 深度學習 軟體開發
More than one year
C++ and C
Assembly Language
Python
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立台灣大學
物理研究所
Avatar of 柯冠廷.
Avatar of 柯冠廷.
AI engineer @坤侑科技股份有限公司
2022 ~ 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
柯冠廷 AI engineer 目前於坤侑科技擔任數據工程師,主要負責NLP 相關AI開發和演算法的開發,對於公司的AI相關專案進行分析和規劃,並參考相關論文資料。過去在日盛證券數位發展處擔任大數據工程師,做過AI理財機器人、新聞情感分析和推薦系
Python
Data Analysis
Data Visualization
Employed
Full-time / Interested in working remotely
4-6 years
國立東華大學
資訊管理學系
Avatar of the user.
Avatar of the user.
NAND Mechanism RD, Machine Learning Engineer @PHISON
2015 ~ Present
Machine Learning Engineer / Data Science Engineer
More than one year
Power Point
Excel
word
Full-time / Interested in working remotely
6-10 years
NATIONAL TAIWAN UNIVERSITY
Physics Master
Avatar of the user.
Avatar of the user.
Algorithm R&D Engineer @Masterwork Aoitek Tech Corp Ltd., Taipei City, Taiwan
2019 ~ 2020
deep learning/machine learning/computer vision/software engineer
More than one year
Machine Learning
Deep Learning
Linux
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
Department of Industrial Information Management Institute of Information Management
Avatar of 林書緯.
Avatar of 林書緯.
Machine Learning Engineer @Institute for Information Industry
2018 ~ 2019
AI engineer
More than one year
embedded systems. Machine Learning Engineer • Institute for Information Industry FebSepDesigning and implementing the non-intrusive load monitoring (NILM) and behavior inference algorithms with tensorflow and keras for time series analysis. Programmer • Colatour Company Inc MayJanI participated in the low cost carrier (LCC) system development and exploited the web API at the back-end to conduct the flight reservation. 學歷National Taiwan University Master of Science in PhysicsNational Central University Bachelor of Science in Physics Skill C++ Python SQL Tensorflow/Keras Embedded Systems Cloud Services AI & Machine Learning Language Chinese — Native Language English — Fluent
C++
Python
SQL
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
Master of Science in Physics

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
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Within one year
工程師 @ oToBrite
Logo of oToBrite.
oToBrite
2022 ~ Present
台灣新北市
Professional Background
Current status
Employed
Job Search Progress
Professions
Software Engineer, C,C++ Developer, Data Engineer
Fields of Employment
Software, Artificial Intelligence / Machine Learning
Work experience
2-4 years
Management
None
Skills
Computer Vision
PyTorch
Tensorflow/Keras
mxnet
Python
C++
OpenCV
Languages
English
Intermediate
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
Taipei City, 台灣, New Taipei City, 台灣, Taoyuan City, 台灣, Keelung, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
National Taiwan University
Major
Animal Science
Print
Wuyae1dn04ioxo9eth56

俞建琮

技能


Core skills 

Tensorflow Pytorch Mxnet

Computer Vision

Keypoint Detection


Side skills C++

Eigen

工作經歷

oToBrite 歐特明電子股份有限公司
  • 職稱:軟體工程師
  • 在職日期:2022 年 5 月 - 至今
  • 工作內容:Keypoint Detection、Lane Detection

研究 Keypoint Detection 與 Lane Detection 相關 Deep Learning 論文
實現 Keypoint Detection 演算法,提升關鍵點預測準確度 20%

實現 Lane Detection 演算法,提升車道線分群效率 15%
訓練並佈署於公司 ADAS 平台

Experiences 00 02@2x
GIGABYTE 技嘉科技

  • 職稱:軟體工程師
  • 在職日期:2020 年 2 月 - 2022 年 5 月
  • 工作內容:Face Recognition

研究 Face Recognition 相關 Deep Learning 論文
實現以深度影像資料建立 3D 人臉識別模型
訓練並佈署模型於公司門禁系統

Experiences 00 02@2x
NARLAB 國家實驗動物中心 

  • 職稱:專案技術員
  • 在職日期:2017 年 9 月 - 2020 年 1 月
  • 工作內容:生物試驗研究

Experiences 00 02@2x


專案經歷 - Keypoint Detection

以 Pytorch 實現 PIPNet 演算法,並部署於公司 ADAS 平台

公司期望能實現一個既精準又輕量的 Keypoint Detection 模型,將其部署於 Edge 平台。

Keypoint Detection 經常使用 Heatmap 方式來精準預測關鍵點位置,但通常計算量大,不適合於 Edge 上部署。

當時搜尋多個關鍵點偵測相關模型,從論文閱讀到程式碼撰寫皆由我負責。


專案最終以 PIPNet 模型,作為主要的關鍵點位置預測模型。

我以 Pytorch 實現 PIPNet 演算法,以輕量級的方式實現 Heamap 類型 Keypoint Detection 的準確度,成功部署於 Edge 平台。

在保持近似公司舊版模型效率下,提升關鍵點預測準確度 20%。


後續與他人合作,將此關鍵點預測技術使用在車道線段位置預測、物件關鍵點偵測等公司專案上。

以 Pytorch 實現 GaNet 模型,預測車道線段位置並進行分群。

在保持近似公司舊版模型準確度下,提升車道線分群效率 15%。


此專案讓我從多篇論文中學習了關鍵點預測的處理方法,更充分的掌握了於影像上預測點位置的技術。 

過程很有挑戰性,個人也深深覺得收穫滿滿,期待能將我這樣的能力和經驗完整貢獻給貴公司。

學歷

National Taiwan University, 學士學位, Animal Science, 2012 ~ 2016

Resume
Profile
Wuyae1dn04ioxo9eth56

俞建琮

技能


Core skills 

Tensorflow Pytorch Mxnet

Computer Vision

Keypoint Detection


Side skills C++

Eigen

工作經歷

oToBrite 歐特明電子股份有限公司
  • 職稱:軟體工程師
  • 在職日期:2022 年 5 月 - 至今
  • 工作內容:Keypoint Detection、Lane Detection

研究 Keypoint Detection 與 Lane Detection 相關 Deep Learning 論文
實現 Keypoint Detection 演算法,提升關鍵點預測準確度 20%

實現 Lane Detection 演算法,提升車道線分群效率 15%
訓練並佈署於公司 ADAS 平台

Experiences 00 02@2x
GIGABYTE 技嘉科技

  • 職稱:軟體工程師
  • 在職日期:2020 年 2 月 - 2022 年 5 月
  • 工作內容:Face Recognition

研究 Face Recognition 相關 Deep Learning 論文
實現以深度影像資料建立 3D 人臉識別模型
訓練並佈署模型於公司門禁系統

Experiences 00 02@2x
NARLAB 國家實驗動物中心 

  • 職稱:專案技術員
  • 在職日期:2017 年 9 月 - 2020 年 1 月
  • 工作內容:生物試驗研究

Experiences 00 02@2x


專案經歷 - Keypoint Detection

以 Pytorch 實現 PIPNet 演算法,並部署於公司 ADAS 平台

公司期望能實現一個既精準又輕量的 Keypoint Detection 模型,將其部署於 Edge 平台。

Keypoint Detection 經常使用 Heatmap 方式來精準預測關鍵點位置,但通常計算量大,不適合於 Edge 上部署。

當時搜尋多個關鍵點偵測相關模型,從論文閱讀到程式碼撰寫皆由我負責。


專案最終以 PIPNet 模型,作為主要的關鍵點位置預測模型。

我以 Pytorch 實現 PIPNet 演算法,以輕量級的方式實現 Heamap 類型 Keypoint Detection 的準確度,成功部署於 Edge 平台。

在保持近似公司舊版模型效率下,提升關鍵點預測準確度 20%。


後續與他人合作,將此關鍵點預測技術使用在車道線段位置預測、物件關鍵點偵測等公司專案上。

以 Pytorch 實現 GaNet 模型,預測車道線段位置並進行分群。

在保持近似公司舊版模型準確度下,提升車道線分群效率 15%。


此專案讓我從多篇論文中學習了關鍵點預測的處理方法,更充分的掌握了於影像上預測點位置的技術。 

過程很有挑戰性,個人也深深覺得收穫滿滿,期待能將我這樣的能力和經驗完整貢獻給貴公司。

學歷

National Taiwan University, 學士學位, Animal Science, 2012 ~ 2016