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New Taipei City, Taiwan
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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
Avatar of Wang Chunshan.
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Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Chun Shan, Wang [email protected] SUMMARY I'm a skilled software engineer, experienced in NLP and Data Engineering for over 4 years. I've delivered dependable solutions across commercial, educational, and psychological counseling domains. Expertise lies in deploying stable systems, ensuring valuable and trustworthy development. My background seamlessly integrates data and machine learning for comprehensive solutions. KEYWORDS: Python, NLP/NLU, Backend, Data, CI/CD, kubernetes, JAVA Spring, EXPERIENCE Data Engineer,now, TSMC I Build and improved the Python/JAVA services, including caching service with mongoDB and Redis, monitoring
Backend Development
NLP
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of 陳奕妤.
Avatar of 陳奕妤.
Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of Max Wang.
Avatar of Max Wang.
Senior Sales Engineer @New Star Infinity Technology Co., Ltd
2022 ~ Present
SR sales manager, Relationship manager, Assistant sales manger
Within one month
reader , AGV/AMR , etc. and provided optical inspection solutions. -Developed potential customers, built up Sales report. -Built up Vision testing enviroment for project evaluation. Sales Manager • URVISION Co., LTD. MayNovSold components of machine vision , 2D/3D camera, lens, LED illuminator, image grabber, Deep learning software , etc. -Develop potential customers, visit customers regularly and maintain customer relationships. -Sales volume increased by 3 0% year by year. Sales Supervisor • SOLOMON Technology Corp. NovMaySold components of machine vision , such as 2D/3D camera, lens, LED illuminator, image grabber, Machine vision
PowerPoint
Word
Excel
Employed
Ready to interview
Full-time / Not interested in working remotely
More than 15 years
Chung Yuan Christian University
Biomedical Engineering
Avatar of Shammi HSIEH.
Avatar of Shammi HSIEH.
資訊人員 @新北市淡水區公所
2023 ~ 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
謝慧珊 目前就職於公家機關擔任資訊人員,熱愛閱讀與寫作, 即將於致理科技大學進修商務智慧與創新科技研究所碩士班, 研究範圍為AI創新科技領域。 個性情感充沛並且喜歡觀察人群與反思,勇於接受挑戰。 座右銘: 樂觀積極,感恩惜福 www.shammixxd159
office
Python
WordPress
Employed
Open to opportunities
Full-time / Remote Only
10-15 years
致理科技大學
資訊管理系
Avatar of Chin Ya Chang.
Avatar of Chin Ya Chang.
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
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
etc.) Model Training and Tuning Tips Adjusted the data batch size according to the hardware performance, and adjusted the normalization method in hidden layers. Used Microsoft nni to adjust hyperparameters during model architecture and training. Combined with Explainable AI methods in the training process. Trained with Optuna and TPOT in machine learning projects. References Rewrite Schema For deep learning projects, we referred to various literature and developed reusable modules that consistently improved model performance. Examples include SelectiveKernel, GhostModule, MixedPoolingModule. Statistics Checking Skills Regression model R-squared, RMSE, MAE, Residual An...
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
私立中原大學 Chung Yuan Christian University
環境工程
Avatar of 施冠宇.
Avatar of 施冠宇.
Data engineer @H2 Inc.
2021 ~ Present
AI engineer, ML engineer, data scientist
Within three months
供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月 2021 【建置 AI 模型與應用】 - 利用 AI deep learning CNN models,解決醫療領域的問題 - 利用機器學習方法輔助解決醫療領域問題 - 搭配 Linux bash shell 幫助 AI 模型的運行 1. Corneal ulcer - 建立
Airflow
Docker
AWS
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
動力機械工程學系
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Deputy Manager @Wistron NeWeb Corporation
2021 ~ Present
Software Manager / Software Supervisor
Within two months
C Programming
JAVA
Embedded Linux
Employed
Open to opportunities
Full-time / Interested in working remotely
10-15 years
Nation Tainan University
Wirelesss Sensor Network
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Avatar of the user.
Data Engineer @MediaTek Inc.
2019 ~ Present
Senior Software Engineer
Within one month
Python
Linux
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
Data Mining, Database System
Avatar of 孫煜凱.
Avatar of 孫煜凱.
Past
機器學習工程師 @順豐科技公司
2021 ~ 2022
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
Dashboard與移動端App 。 技能Skill Data Base MySQL 、 MariaDB PostgreSQL Hive、Presto Languages Python - 5+ years Pyspark - 2+ years R - 3+ years BI Tool Power BI Tableau CI/CD Gitlab CI Docker Compose Kubernetes Kubeflow Analysis Feature engineering Tree model、Time series Deep learning Model Stacking Tune parameters(Optuna) Cross validation(Oof) Others Kaggle Expert TOEIC 785 FastAPI Airflow Hydra Wandb 項目經歷Project Experience 包裹件量數據處理 搭建中國包裹件量數據底盤 新增時序、天
Word
PowerPoint
Excel
Unemployed
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
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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
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Leadership
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Within three months
Software leader
Wistron NeWeb Corporation
2021 ~ Present
台灣桃園
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Other
Fields of Employment
Software
Work experience
10-15 years
Management
I've had experience in managing 5-10 people
Skills
C Programming
JAVA
Embedded Linux
Linux Kernel
Languages
Chinese
Native or Bilingual
Japanese
Fluent
English
Fluent
Job search preferences
Positions
Software Manager / Software Supervisor
Job types
Full-time
Locations
台灣桃園, 台灣新竹市新竹, 台灣新北市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
Nation Tainan University
Major
Wirelesss Sensor Network
Print
V2kxzwfwu3jauxgqb5an

羅英鴻 Ying-Hung Lo

「軟體科學是用來建構讓人們可以使用並且容易理解的物件, 這讓人們可以用來協作並且解決更大的問題」

喜歡自做軟體並且實現應用。探索應用的時候令人興奮, 實作的過程獲得許多成就感。會選擇當一位軟體工程師的原因就是如此。

有著許多帶領團隊完成專案的經驗, 除了管理以外, 自己本身在專案中仍然扮演一位軟體工程師的角色。

Taoyuan,TW

0919593303
[email protected]

技能


Embedded Linux

在 Linux有著10年的開發經驗. 擁有豐富的 Linux系統建構經驗. 其他非Linux的嵌入式平台也有非常多的經驗.

  • 熟悉 Linux kernel 以及其編譯 (Yocto)
  • 有著根據硬體開發過對應 kernel I2C, SPI device driver的經驗
  • 習慣使用 Cmake 以及 GNU make
  • 帶領團隊開發過許多在 Linux上的系統程式, , 作為應用以及硬體設計的橋梁.


Automotive Product Development

工作經驗中,我參與了多個車用產品的開發項目,包括OEM和AM市場的產品以及國內外不同的車廠。

  • 車用OEM / AM產品開發經驗
  • 車用儀錶板 / NAD / Dashcam 產品開發經驗


Deep Learning

主要專注在如何在 Embedded Linux上使用 Deep learning相關的演算法. 除了單純移植應用以外, 也研讀了許多論文並且實作了相關應用.
  • 參與與矽谷AI晶片公司的 middleware開發, 使用 compiler方式將AI推論網路最佳化執行流程.
  • 持續地在追蹤最新的技術以及框架, 以及應用.


Docker / Golang

在業餘時間的興趣, 實作了人臉辨識系統以及遠端同步編輯. 此技能在工作上實現了人臉辨識主機的系統設計以及實作.

  • 在X86系統上以 microservice 的方式部屬 Docker containers 讓系統開發以及維護簡化
  • 開發語言使用 Golang, 讓應用的平行處理以及非同步實作現代化
  • 熟悉 ZMQ, NSQ, MQTT Protocol 


Language

除了工程師必備的英文以外, 自我進修並且通過日文檢定N2.

  • 中文 : 母語 
  • 英文 : 中等 
  • 日文 : 中等
  • 程式 : C, Java, Golang

工作經歷

啟碁科技, 副理, Oct 2021 ~ 現在

– 車用產品開發: 負責帶領團隊開發OEM以及AF車用產品, 期間也負責BSP的bring up工作

  • ADAS sensor開發: AF的ODM產品, 帶領軟體團隊與北美的fleet management公司共同開發該公司第一款ADAS sensor (dashcam)
  • Tracker產品開發:  開發不同平台上的tracker, 從Qualcomm Linux based 到 MCU RTOS based. 產品設計也被北美的tracker廠商接受並且導入成為新產品.
  • NAD產品開發:  與德國車廠以及tier 1開發NAD產品, 負責BSP以及網路通訊相關功能.

– 團隊領導以及角色: 除了帶領團隊以外, 同時也扮演與客戶/project team溝通的角色. 

和碩聯合科技, 技術主任, Apr 2021 ~ Sep 2021

– 負責Backhaul, 5G核心網路以及 User plane 架構, 部屬

– 協助和碩5G團隊建立測試核心網路以及商用核心網路。

微馳智電, 軟體經理, Feb 2020 ~ Mar 2021

– 主要負責帶領軟體團隊設計以及開發全新數位儀表板平台。 主要成果 : 

  • Bring up 平台 ( ARM-based and RTOS ) 以及週邊硬體並且領導團隊開發包含UI, UX 以及安全法規相關設計
  • 與台灣商用貨運三輪車共同合作開發車上之數位儀表。
  • 完成鴻海電動車 Model-C 第一版數位儀錶板並在鴻海科技日發表。

中強光電, 經理, Nov 2015 ~ Jan 2020

– 主要工作負責產品技術規劃以及實現, 以及軟體設計和系統整合時程. 挑選適當的技術來完成初步產品驗證。在產品生產流程開始時分派任務給同仁, 並且與其他支援單位合作。 主要成果 : 

1. 評估以及實現深度學習/AI在嵌入式系統的實現(AIOT), 負責在Embedded Linux / Coretronic X86 platform 實作深度學習推論引擎 (ARMNN, nGraph, Openvino)。

  • Face recognition system , 負責 inference engine與 in-house algorithm整合以及系統開發。 
  • 360 meeting system, 負責 inference engine與 in-house algorithm以及系統開發。 
  • 參與和矽谷AI晶片公司合作開發 AI inference engine, 負責其中的架構設計

2. 設計全公司第一台智慧觸控投影機, 負責 Embedded Linux bring up, 整合中光電開發的投影觸控系統,  Android Framework 修改, Android App開發。 

  • 擔任software RD leader, 期間以SCRUM方式帶領團隊完成投影機量產
  • 系統以Android為基礎, 設計以投影機應用方式為主的UI以及觸控行為。 
  • 符合課堂使用方式的特殊滑動視窗控制 ( 已申請專利 ) 
  • 產品已經部屬於國內國中課堂上 ( 南投爽文 ) 使用。 

3. 獲得中強光電2016年度最佳員工。

日本打工度假 Oct 2014 ~ Oct 2015

1. 通過日文檢定N2。
2. 自學 iOS Swift2 並且開發 app 上架 ( 現已下架 )。

飛利浦建興, 資深工程師, Aug 2011 ~ Oct 2014

1. 設計虛擬檔案系統, 維持光碟片重複燒錄時可以複寫並且維持寫入檔案資訊。
2. 整合 Linux WiFi 與光碟機燒錄系統。

3. 負責無線燒錄的 Android App 設計以及維護。

4. 產品 PlexEasy 仍然還在 Amazon 上販賣 ( 2020 Nov )。

中強光電, 工程師, Sep 2008 ~ Aug 2011

– 以研發替代役身分進入中強光電服役, 期間負責 :

1. 負責 Linux kernel, wireless device(include WIFI, 3G)以及系統整合之工作。

2. 負責 Interactive Digital Signage 系統程式的開發。

  • 整合觸控 driver 到 Android Framework
  • 整合 WiFi driver 到 Android Framework

學歷

國立台南大學, 工學院碩士, 領域 : 無線感測網路, 2006 ~ 2008

主要研究領域為減少無線感測網路中的封包流量以及最佳化網路中封包路徑。藉此讓無線感測網路在有限電力的狀況下可以存活更久的時間。
論文有被以下研討會以及期刊接受:

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, Proceedings of The 4nd Workshop on Wireless, Ad Hoc, and Sensor Networks (WASN 2008), pp. 420-428, Tainan, Taiwan, September 5, 2008. 

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, accepted by IWCMC 2010 (2011 7th International Wireless Communications and Mobile Computing Conference), pp.94-98

* C-H Kuo, T.-S. Chen, Y.-H. Lo "Efficient traffic load reduction algorithms for mitigating query hotspots for wireless sensor networks", accepted by International Journal of Ad Hoc and Ubiquitous Computing, pp.153-163

私立淡江大學, 工學院學士, 資訊工程學系 2002 ~ 2006


V2kxzwfwu3jauxgqb5an

Ying-Hung Lo

Here is part of the introduction of the ZeroMQ guild book
"This is the science of programming: make building blocks that people can understand and use easily, and people will work together to solve the very largest problems."

The above sentence drives me to focus on software until now. I love solving problems, and more love solving problems in software.

I am a senior software engineer with 10 years of experience in both embedded Linux and Android. I also have some experience with Node.js with my personal extra project.

I can successfully create, design software projects from scratch
- I have a wide knowledge of software design concepts, from cloud service to Linux hardware kernel drivers.
- Successfully made products in the market.

- Have experience in AI development on edge device (AIOT) and heterogeneous system architecture (Edge computing)

Software Manager / Software Supervisor
Taoyuan, TW

+886 919593303
[email protected]

Skills


Embedded Linux

10 years of experience in Linux kernel and Linux system programming. I can create, design software on Linux from scratch. Familiar with Yocto, CMake, GCC make, kernel driver, user space application programming. 

Automotive Product Development

Had experience in automotive product development, specializing in both OEM and Aftermarket (AE) sectors. Working closely with teams from domestic and international automotive manufacturers, 

Languages

Taiwan Mandarin : Native.
English : Conversant.
Japanese : Conversant.
Programming : C, Java, Golang.

AI / Deep learning

Gained a lot of experience in implementing Deep learning algorithms and inference engine on ARM and x86 systems.

Work Experience

Wistron NeWeb Corporation, Deputy Manager, Oct 2021 ~ Present

- Automotive Product Development: Led the development of automotive products for both OEM and AM segments.

- ADAS Sensor Development (ODM): Collaborated with top-tier fleet management companies in North America to design and develop the next generation of ADAS sensors. 

- Tracker Development Across Platforms (RTOS / Linux): Coordinated with North American clients to develop trackers on diverse platforms, including RTOS and Linux (Qualcomm/MTK/MCU base). 

- NAD (Network Access Device) Development with German Automakers: Partnered with leading German automotive manufacturers in the development of Network Access Devices (NAD). As a key contributor, I took on responsibilities for BSP development and the implementation of network-related functionalities within the projects. 

- Team Leadership and Client Communication: Successfully led cross-functional teams, demonstrating effective communication skills and fostering collaboration. Acted as the primary liaison between the team and clients, ensuring a clear understanding of project requirements and facilitating smooth development processes. (software technical manager and team leader)

Pegatron, Technical Manager, Apr 2021 ~ Sep 2021

– 5G core network and user plane function (UPF) deploying and developing 

– Lead to Developing and building a private 5G Core network in Pegatron's smart factory

Wiess, Software Manager, Fab 2020 ~ Mar 2021

– Developed of a digital cluster for Taiwan commercial vehicles.

– Headed a software team to create a new digital cluster from scratch.

– Brought up SOC and peripheral, planning UX on a smaller size digital cluster.

– The smaller size digital cluster was showed in FOXCONN Model C prototype on Oct 2021 FOXCONN technical day.

Coretronic, Manager, Nov 2015 ~ Jan 2020

– Development projector firmware that fits both classroom and office scenario. Including slidable virtual window ( patent pending), integrated screen sharing from all platforms. This smart projector had been deployed in Taiwan primary school classrooms.
– Research on how AI (deep learning) to use on embedded / edge devices (AIOT).
– A smart meeting system with a 360-degree camera and an embedded AI on ARM SOC.
– Improved Coretronic factory area attendance management to face admission system with 97% accuracy.

Philips & LiteOn Digital Solutions, Senior Software Engineer, Aug 2011 ~ Oct 2014

– Development of Linux virtual file system on CD/DVD burner ( Named PlexEasy ).
– Development and Design CD/DV wireless burning App on Android.

– PlexEasy had been sold for 8 years on Amazon. ( 2012 ~ 2020 Dec )

Coretronic, Software Engineer, Sep 2008 ~ Aug 2011

– Ported Android 2.1 on a x86 SOC and implemented custom WiFi driver and keypad driver. 

– Worked on WiFi control of embedded linux digital signage system.

Education

Nation Tainan University, Master of Science (MS), Wirelesss Sensor Network, 2006 ~ 2008

My main field of work was to find how to reduce network traffic packages and optimization network package routes.

Paper accepted : 

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, Proceedings of The 4nd Workshop on Wireless, Ad Hoc, and Sensor Networks (WASN 2008), pp. 420-428, Tainan, Taiwan, September 5, 2008. 

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, accepted by IWCMC 2010 (2011 7th International Wireless Communications and Mobile Computing Conference), pp.94-98

*"Efficient traffic load reduction algorithms for mitigating query hotspots for wireless sensor networks", accepted by International Journal of Ad Hoc and Ubiquitous Computing, pp.153-163

Resume
Profile
V2kxzwfwu3jauxgqb5an

羅英鴻 Ying-Hung Lo

「軟體科學是用來建構讓人們可以使用並且容易理解的物件, 這讓人們可以用來協作並且解決更大的問題」

喜歡自做軟體並且實現應用。探索應用的時候令人興奮, 實作的過程獲得許多成就感。會選擇當一位軟體工程師的原因就是如此。

有著許多帶領團隊完成專案的經驗, 除了管理以外, 自己本身在專案中仍然扮演一位軟體工程師的角色。

Taoyuan,TW

0919593303
[email protected]

技能


Embedded Linux

在 Linux有著10年的開發經驗. 擁有豐富的 Linux系統建構經驗. 其他非Linux的嵌入式平台也有非常多的經驗.

  • 熟悉 Linux kernel 以及其編譯 (Yocto)
  • 有著根據硬體開發過對應 kernel I2C, SPI device driver的經驗
  • 習慣使用 Cmake 以及 GNU make
  • 帶領團隊開發過許多在 Linux上的系統程式, , 作為應用以及硬體設計的橋梁.


Automotive Product Development

工作經驗中,我參與了多個車用產品的開發項目,包括OEM和AM市場的產品以及國內外不同的車廠。

  • 車用OEM / AM產品開發經驗
  • 車用儀錶板 / NAD / Dashcam 產品開發經驗


Deep Learning

主要專注在如何在 Embedded Linux上使用 Deep learning相關的演算法. 除了單純移植應用以外, 也研讀了許多論文並且實作了相關應用.
  • 參與與矽谷AI晶片公司的 middleware開發, 使用 compiler方式將AI推論網路最佳化執行流程.
  • 持續地在追蹤最新的技術以及框架, 以及應用.


Docker / Golang

在業餘時間的興趣, 實作了人臉辨識系統以及遠端同步編輯. 此技能在工作上實現了人臉辨識主機的系統設計以及實作.

  • 在X86系統上以 microservice 的方式部屬 Docker containers 讓系統開發以及維護簡化
  • 開發語言使用 Golang, 讓應用的平行處理以及非同步實作現代化
  • 熟悉 ZMQ, NSQ, MQTT Protocol 


Language

除了工程師必備的英文以外, 自我進修並且通過日文檢定N2.

  • 中文 : 母語 
  • 英文 : 中等 
  • 日文 : 中等
  • 程式 : C, Java, Golang

工作經歷

啟碁科技, 副理, Oct 2021 ~ 現在

– 車用產品開發: 負責帶領團隊開發OEM以及AF車用產品, 期間也負責BSP的bring up工作

  • ADAS sensor開發: AF的ODM產品, 帶領軟體團隊與北美的fleet management公司共同開發該公司第一款ADAS sensor (dashcam)
  • Tracker產品開發:  開發不同平台上的tracker, 從Qualcomm Linux based 到 MCU RTOS based. 產品設計也被北美的tracker廠商接受並且導入成為新產品.
  • NAD產品開發:  與德國車廠以及tier 1開發NAD產品, 負責BSP以及網路通訊相關功能.

– 團隊領導以及角色: 除了帶領團隊以外, 同時也扮演與客戶/project team溝通的角色. 

和碩聯合科技, 技術主任, Apr 2021 ~ Sep 2021

– 負責Backhaul, 5G核心網路以及 User plane 架構, 部屬

– 協助和碩5G團隊建立測試核心網路以及商用核心網路。

微馳智電, 軟體經理, Feb 2020 ~ Mar 2021

– 主要負責帶領軟體團隊設計以及開發全新數位儀表板平台。 主要成果 : 

  • Bring up 平台 ( ARM-based and RTOS ) 以及週邊硬體並且領導團隊開發包含UI, UX 以及安全法規相關設計
  • 與台灣商用貨運三輪車共同合作開發車上之數位儀表。
  • 完成鴻海電動車 Model-C 第一版數位儀錶板並在鴻海科技日發表。

中強光電, 經理, Nov 2015 ~ Jan 2020

– 主要工作負責產品技術規劃以及實現, 以及軟體設計和系統整合時程. 挑選適當的技術來完成初步產品驗證。在產品生產流程開始時分派任務給同仁, 並且與其他支援單位合作。 主要成果 : 

1. 評估以及實現深度學習/AI在嵌入式系統的實現(AIOT), 負責在Embedded Linux / Coretronic X86 platform 實作深度學習推論引擎 (ARMNN, nGraph, Openvino)。

  • Face recognition system , 負責 inference engine與 in-house algorithm整合以及系統開發。 
  • 360 meeting system, 負責 inference engine與 in-house algorithm以及系統開發。 
  • 參與和矽谷AI晶片公司合作開發 AI inference engine, 負責其中的架構設計

2. 設計全公司第一台智慧觸控投影機, 負責 Embedded Linux bring up, 整合中光電開發的投影觸控系統,  Android Framework 修改, Android App開發。 

  • 擔任software RD leader, 期間以SCRUM方式帶領團隊完成投影機量產
  • 系統以Android為基礎, 設計以投影機應用方式為主的UI以及觸控行為。 
  • 符合課堂使用方式的特殊滑動視窗控制 ( 已申請專利 ) 
  • 產品已經部屬於國內國中課堂上 ( 南投爽文 ) 使用。 

3. 獲得中強光電2016年度最佳員工。

日本打工度假 Oct 2014 ~ Oct 2015

1. 通過日文檢定N2。
2. 自學 iOS Swift2 並且開發 app 上架 ( 現已下架 )。

飛利浦建興, 資深工程師, Aug 2011 ~ Oct 2014

1. 設計虛擬檔案系統, 維持光碟片重複燒錄時可以複寫並且維持寫入檔案資訊。
2. 整合 Linux WiFi 與光碟機燒錄系統。

3. 負責無線燒錄的 Android App 設計以及維護。

4. 產品 PlexEasy 仍然還在 Amazon 上販賣 ( 2020 Nov )。

中強光電, 工程師, Sep 2008 ~ Aug 2011

– 以研發替代役身分進入中強光電服役, 期間負責 :

1. 負責 Linux kernel, wireless device(include WIFI, 3G)以及系統整合之工作。

2. 負責 Interactive Digital Signage 系統程式的開發。

  • 整合觸控 driver 到 Android Framework
  • 整合 WiFi driver 到 Android Framework

學歷

國立台南大學, 工學院碩士, 領域 : 無線感測網路, 2006 ~ 2008

主要研究領域為減少無線感測網路中的封包流量以及最佳化網路中封包路徑。藉此讓無線感測網路在有限電力的狀況下可以存活更久的時間。
論文有被以下研討會以及期刊接受:

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, Proceedings of The 4nd Workshop on Wireless, Ad Hoc, and Sensor Networks (WASN 2008), pp. 420-428, Tainan, Taiwan, September 5, 2008. 

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, accepted by IWCMC 2010 (2011 7th International Wireless Communications and Mobile Computing Conference), pp.94-98

* C-H Kuo, T.-S. Chen, Y.-H. Lo "Efficient traffic load reduction algorithms for mitigating query hotspots for wireless sensor networks", accepted by International Journal of Ad Hoc and Ubiquitous Computing, pp.153-163

私立淡江大學, 工學院學士, 資訊工程學系 2002 ~ 2006


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Ying-Hung Lo

Here is part of the introduction of the ZeroMQ guild book
"This is the science of programming: make building blocks that people can understand and use easily, and people will work together to solve the very largest problems."

The above sentence drives me to focus on software until now. I love solving problems, and more love solving problems in software.

I am a senior software engineer with 10 years of experience in both embedded Linux and Android. I also have some experience with Node.js with my personal extra project.

I can successfully create, design software projects from scratch
- I have a wide knowledge of software design concepts, from cloud service to Linux hardware kernel drivers.
- Successfully made products in the market.

- Have experience in AI development on edge device (AIOT) and heterogeneous system architecture (Edge computing)

Software Manager / Software Supervisor
Taoyuan, TW

+886 919593303
[email protected]

Skills


Embedded Linux

10 years of experience in Linux kernel and Linux system programming. I can create, design software on Linux from scratch. Familiar with Yocto, CMake, GCC make, kernel driver, user space application programming. 

Automotive Product Development

Had experience in automotive product development, specializing in both OEM and Aftermarket (AE) sectors. Working closely with teams from domestic and international automotive manufacturers, 

Languages

Taiwan Mandarin : Native.
English : Conversant.
Japanese : Conversant.
Programming : C, Java, Golang.

AI / Deep learning

Gained a lot of experience in implementing Deep learning algorithms and inference engine on ARM and x86 systems.

Work Experience

Wistron NeWeb Corporation, Deputy Manager, Oct 2021 ~ Present

- Automotive Product Development: Led the development of automotive products for both OEM and AM segments.

- ADAS Sensor Development (ODM): Collaborated with top-tier fleet management companies in North America to design and develop the next generation of ADAS sensors. 

- Tracker Development Across Platforms (RTOS / Linux): Coordinated with North American clients to develop trackers on diverse platforms, including RTOS and Linux (Qualcomm/MTK/MCU base). 

- NAD (Network Access Device) Development with German Automakers: Partnered with leading German automotive manufacturers in the development of Network Access Devices (NAD). As a key contributor, I took on responsibilities for BSP development and the implementation of network-related functionalities within the projects. 

- Team Leadership and Client Communication: Successfully led cross-functional teams, demonstrating effective communication skills and fostering collaboration. Acted as the primary liaison between the team and clients, ensuring a clear understanding of project requirements and facilitating smooth development processes. (software technical manager and team leader)

Pegatron, Technical Manager, Apr 2021 ~ Sep 2021

– 5G core network and user plane function (UPF) deploying and developing 

– Lead to Developing and building a private 5G Core network in Pegatron's smart factory

Wiess, Software Manager, Fab 2020 ~ Mar 2021

– Developed of a digital cluster for Taiwan commercial vehicles.

– Headed a software team to create a new digital cluster from scratch.

– Brought up SOC and peripheral, planning UX on a smaller size digital cluster.

– The smaller size digital cluster was showed in FOXCONN Model C prototype on Oct 2021 FOXCONN technical day.

Coretronic, Manager, Nov 2015 ~ Jan 2020

– Development projector firmware that fits both classroom and office scenario. Including slidable virtual window ( patent pending), integrated screen sharing from all platforms. This smart projector had been deployed in Taiwan primary school classrooms.
– Research on how AI (deep learning) to use on embedded / edge devices (AIOT).
– A smart meeting system with a 360-degree camera and an embedded AI on ARM SOC.
– Improved Coretronic factory area attendance management to face admission system with 97% accuracy.

Philips & LiteOn Digital Solutions, Senior Software Engineer, Aug 2011 ~ Oct 2014

– Development of Linux virtual file system on CD/DVD burner ( Named PlexEasy ).
– Development and Design CD/DV wireless burning App on Android.

– PlexEasy had been sold for 8 years on Amazon. ( 2012 ~ 2020 Dec )

Coretronic, Software Engineer, Sep 2008 ~ Aug 2011

– Ported Android 2.1 on a x86 SOC and implemented custom WiFi driver and keypad driver. 

– Worked on WiFi control of embedded linux digital signage system.

Education

Nation Tainan University, Master of Science (MS), Wirelesss Sensor Network, 2006 ~ 2008

My main field of work was to find how to reduce network traffic packages and optimization network package routes.

Paper accepted : 

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, Proceedings of The 4nd Workshop on Wireless, Ad Hoc, and Sensor Networks (WASN 2008), pp. 420-428, Tainan, Taiwan, September 5, 2008. 

*Mitigating Query Hotspots by Mobile Agents in Wireless Sensor Networks, accepted by IWCMC 2010 (2011 7th International Wireless Communications and Mobile Computing Conference), pp.94-98

*"Efficient traffic load reduction algorithms for mitigating query hotspots for wireless sensor networks", accepted by International Journal of Ad Hoc and Ubiquitous Computing, pp.153-163