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Data Science Competition Participant @Self-Employed
2020 ~ Present
資料科學家
Within one month
Microsoft Office
python
machine learning
Studying
Ready to interview
Full-time / Interested in working remotely
4-6 years
National University of Singapore
Department of building
Avatar of Yuchun Lai.
Avatar of Yuchun Lai.
Past
Frontend Engineering Manager, Data Science @Vpon Big Data Group
2022 ~ 2023
Frontend Engineer, Full Stack Engineer
Within one month
to system planning and front-end architecture decisions for security, stability, and scalability. 5. Implemented Git Flow and Github Actions for efficient team collaboration. 6. Wrote unit tests, E2E tests using Jest, Cypress, and Mocks Server for code and system stability. Sr. Frontend Engineer, Data Science • Vpon Big Data Group MayFebruary 2022 | Taipei, Taiwan 1. U sing React and TypeScript to build a large-scale data platform, featuring data visualizations and audience segments. 2. Using deck.gl and vector tiles to build geo data visualizations, with loading times under 1s
HTML
CSS
React
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
YZU University (元智大學)
Information Communication
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Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
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
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Avatar of the user.
Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
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 one month
Python
Data Analysis
Data Science
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
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Avatar of 賴泳瑄.
老闆 @歐趴飲料店
2012 ~ 2018
AIOT開發工程師
Within one month
賴泳瑄(Aimons) Software [email protected] 大家好,我在大學期間創業開設飲料店持續經營5年,曾經同時管理2間店與12位工讀生,後來因為對於資訊的興趣繼續讀碩士,在碩士期間研究並學習AI與各種語言工具配合過5個科技部計畫,畢業後在東海擔任兼
機器學習、大數據分析、邊緣運算、資料探勘
Application Development
Data Science
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Tunghai University
資訊
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
2020 ~ 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 one month
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 significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model
Deep learning with TensorFlow
Translational Research
Clinical Research
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of 宋浩茹 Ellie Sung.
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 one month
Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr. ) in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of CHUN-HSIEN (TEDDY) LIN.
Avatar of CHUN-HSIEN (TEDDY) LIN.
資深管理師 @群聯電子 PHISON Electronics
2020 ~ Present
Within one month
CHUN-HSIEN (TEDDY) LIN E-mail: [email protected] Tel:South Dist., Taichung City, Taiwan (R.O.C.) My name is Teddy Lin, and I come from Miaoli, Taiwan. I am 39 years old and hold three master's degrees. I specialized in Industrial Management at Chung Hua University in Taiwan, Environmental Science and Management at Samford University in the United States, and Computer Science at National Chung Hsing University in Taiwan. Currently, I am pursuing a Ph.D. in Data Science and Engineering at National Yang Ming Chiao
AutoCAD
Operating Performance Analysis
Occupational Health Safety Management
Employed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
National Yang Ming Chiao Tung University
Institute of Computer Science and Engineering
Avatar of Zheng Tzer Lee (李政澤).
Avatar of Zheng Tzer Lee (李政澤).
Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
戶觀察與深度訪談 • 透過線上線下顧客行為分析,驗證市場機會 • 個案研究與產業趨勢分析 • 整合內部資料與台灣政府的 Open data,自動化業務開發環節 • 透過 Tableau Server 建置公司資料倉庫 • 使用 Python 和 Tableau Prep 自動化 ETL,建立datapineline • 領導 A/B 測試設計與執行 Data Science
Python
Tableau Prep/Tableau Desktop
ETL
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
Brand and Fashion Management
Avatar of moh yanni fikri.
Avatar of moh yanni fikri.
Past
Electrical Maintenance @PT. Pabrik Kertas Tjiwi Kimia Tbk.
2021 ~ 2023
Engineer
Within one month
in preparation for when there is a tool has problem or automation project Education Politeknik Perkapalan Negeri Surabaya Automation Engineering,GPASkill Preventive Maintenance ( Preparing weekly, monthly summary, and exception reports ) AC / DC Drive Wiring Diagram ( AUTOCAD, EPLAN P8 Electrical ) PLC and HMI Programming SCADA, Power Inverter Project and People Management Electrical Troubleshooting Computerized Maintenance Management Systems (CMMS) Data Analysis and Visualization Machine Learning Certification Data Science and Machine Learning - Purwadhika Digital Technology SchoolPurwadhikaSystem 800xA with AC 800M Hardware Maintenance and Troubleshooting - ABBInstrument Inspector level 2 - Inspector TrainingInstrument Inspector level 1 - Inspector TrainingPLC Intermediate Engineer - PPNSIndustrial Automation System Design - BNSP
Data Science
Python
Machine Learning
Unemployed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Politeknik Perkapalan Negeri Surabaya
Automation Engineering

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Within one month
Software Developer / Team Lead
Logo of NVIDIA.
NVIDIA
2023 ~ Present
Taipei, 台灣
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
C,C++ Developer
Fields of Employment
Software
Work experience
2-4 years work experience (4-6 years relevant)
Management
I've had experience in managing 5-10 people
Skills
C++
OpenCL
Parallel Computing
Linux
machine learning
C++20
backend
concurrent programming
cmake
HPC
Languages
English
Native or Bilingual
Chinese
Native or Bilingual
Esperanto
Intermediate
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Taipei, 台灣
Remote
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Educations
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國立中山大學
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CSE
Print
Zxr19tqsd04tghbejivf

張安邦

Experienced C++ programmer, AI/ML and HPC developer.

https://clehaxze.tw/

Taipei,Taiwan
[email protected]

Work experience

Senior Software Engineer - NVIDIA,2023/11 - NOW

Develops graphics applications and high performance libraries in C++ and Python.

C++ developer - Lumina Inc,2021/9 - 2023/11

Native application team lead. Design high performance and high momentum architecture, integrating modern C++ technology into software stacks. Handling image processing pipelines, IPC communication, deployment to customer environment, etc.. Also introduces the team to modern C++17 and debug tools like Address Sanitizer and FBInfer.

Technical Expertise

Modern C++ 20/23

Have been using C++ as my primary 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 as well as the effect of caches.

CERN ROOT

Using CERN's ROOT data analysis framework (written and scripted in C++) for AI and data science. Allowing the handling of large datasets directly on disk with little performance loss. And seamless inter-op between C++ and Python. Have experience deploying ROOT based analytics services.

Linux

Have been a daily Linux user for more than 10 years and have maintained university research clusters. Now using Arch Linux as my daily driver. I'm familiar with the systemd family of services and have a good understanding on the systemd startup sequence. Also a OpenBSD user.

Computer Graphics

I have developed my own physically based path tracer from scratch with support for PBRTv2 scene format, Intel Embree, HDR, etc... And have written a simple real time rendering engine using C++ and OpenGL. Shaded with GLSL.

Alternative Web Technologies

Besides standard HTTP and (No)SQL. I have experience with alternative/distributed solutions to common web technologies. Solving problems in a different way that boosts capabilities in special domains. Such as OpenDHT (decentralized KV store), GNUNet (private data transfer), GNU Name System (decentralized name resolution) and Gemini (simple document transport).

Yada..yada....

git, Lua, ffmpeg, open source dev, written Gnome extensions, those stuff... I'm confident in my ability to understand and write code to push fixes for bugs I find.

Language Skills


English

As you may guessed. I'm not bad at English! Learning and speaking English since 4 years old.


TOEIC - 810 (few years ago)


Esperanto

Esperanto estas la lingvo de la mondo. Do mi lernas kaj paroras Esperanton. Ne multe da homoj paroras Esperanton. Tamen mi amas la ideao de ĝin.


KER - A2 (mi pensas)

Conference Talks


SITCON 2016

I love games yet why movies look better - An introduction to real time graphics and path tracing.



SITCON 2018

Introduction to GPU computing with OpenCL - video - Introduction to Parallel computing and OpenCL.


SITCON 2020

Building NumPy from scratch - detailing how NDArrays work and how you can build one

Major Open Source Projects

Drogon

Maintainer of a high performance, highly concurrent web application framework. I also contributed a few major subsystems of the framework. Including but not limited to coroutine support, HaikuOS port and the Drogon Test testing framework.


https://github.com/drogonframework/drogon


Profile 06 00@2x
Paragraph image 03 00@2x

SimpleRay

A path tracer written from scratch that supports parallel computing, Intel Embree, reads PBRTv2 format and reads/writes to HDR files.

Etaler

Machine Learning library based on HTM theory. Written in C++ and OpenCL.


Currently the fastest HTM implementation available.


https://github.com/etaler/Etaler

Paragraph image 02 00@2x
Paragraph image 03 00@2x

Embree ARM

The world's first port of Intel Embree high-performance ray tracing kernel to run on ARM processors with NEON.

https://github.com/marty1885/embree-arm


Featured in Ingo Weld's (Embree's author's) blog: https://ingowald.blog/2018/07/15/cfi-embree-on-arm-power/

Resume
Profile
Zxr19tqsd04tghbejivf

張安邦

Experienced C++ programmer, AI/ML and HPC developer.

https://clehaxze.tw/

Taipei,Taiwan
[email protected]

Work experience

Senior Software Engineer - NVIDIA,2023/11 - NOW

Develops graphics applications and high performance libraries in C++ and Python.

C++ developer - Lumina Inc,2021/9 - 2023/11

Native application team lead. Design high performance and high momentum architecture, integrating modern C++ technology into software stacks. Handling image processing pipelines, IPC communication, deployment to customer environment, etc.. Also introduces the team to modern C++17 and debug tools like Address Sanitizer and FBInfer.

Technical Expertise

Modern C++ 20/23

Have been using C++ as my primary 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 as well as the effect of caches.

CERN ROOT

Using CERN's ROOT data analysis framework (written and scripted in C++) for AI and data science. Allowing the handling of large datasets directly on disk with little performance loss. And seamless inter-op between C++ and Python. Have experience deploying ROOT based analytics services.

Linux

Have been a daily Linux user for more than 10 years and have maintained university research clusters. Now using Arch Linux as my daily driver. I'm familiar with the systemd family of services and have a good understanding on the systemd startup sequence. Also a OpenBSD user.

Computer Graphics

I have developed my own physically based path tracer from scratch with support for PBRTv2 scene format, Intel Embree, HDR, etc... And have written a simple real time rendering engine using C++ and OpenGL. Shaded with GLSL.

Alternative Web Technologies

Besides standard HTTP and (No)SQL. I have experience with alternative/distributed solutions to common web technologies. Solving problems in a different way that boosts capabilities in special domains. Such as OpenDHT (decentralized KV store), GNUNet (private data transfer), GNU Name System (decentralized name resolution) and Gemini (simple document transport).

Yada..yada....

git, Lua, ffmpeg, open source dev, written Gnome extensions, those stuff... I'm confident in my ability to understand and write code to push fixes for bugs I find.

Language Skills


English

As you may guessed. I'm not bad at English! Learning and speaking English since 4 years old.


TOEIC - 810 (few years ago)


Esperanto

Esperanto estas la lingvo de la mondo. Do mi lernas kaj paroras Esperanton. Ne multe da homoj paroras Esperanton. Tamen mi amas la ideao de ĝin.


KER - A2 (mi pensas)

Conference Talks


SITCON 2016

I love games yet why movies look better - An introduction to real time graphics and path tracing.



SITCON 2018

Introduction to GPU computing with OpenCL - video - Introduction to Parallel computing and OpenCL.


SITCON 2020

Building NumPy from scratch - detailing how NDArrays work and how you can build one

Major Open Source Projects

Drogon

Maintainer of a high performance, highly concurrent web application framework. I also contributed a few major subsystems of the framework. Including but not limited to coroutine support, HaikuOS port and the Drogon Test testing framework.


https://github.com/drogonframework/drogon


Profile 06 00@2x
Paragraph image 03 00@2x

SimpleRay

A path tracer written from scratch that supports parallel computing, Intel Embree, reads PBRTv2 format and reads/writes to HDR files.

Etaler

Machine Learning library based on HTM theory. Written in C++ and OpenCL.


Currently the fastest HTM implementation available.


https://github.com/etaler/Etaler

Paragraph image 02 00@2x
Paragraph image 03 00@2x

Embree ARM

The world's first port of Intel Embree high-performance ray tracing kernel to run on ARM processors with NEON.

https://github.com/marty1885/embree-arm


Featured in Ingo Weld's (Embree's author's) blog: https://ingowald.blog/2018/07/15/cfi-embree-on-arm-power/