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Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Presente
Software Engineer
En un mes
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學
生物產業機電工程所
Avatar of chiyun chao.
Avatar of chiyun chao.
Research & Development Engineer @三竹資訊股份有限公司
2023 ~ Presente
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
En un mes
趙啟雲 chiyun chao A software engineer with 4 years of experience in AI model training and backend development. In the domain of machine/deep learning, I am familiar with: - focus on NLP(Natural language processing) and DPI(Deep packet inspection) - NLP networks such as Transformer, BERT, T5 - have experience with AI training platform development with mlflow, Label Studio, DVC In terms of backend development, I have the following experience: - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend
Python
JAVA
Linux
Empleado
Abierto a oportunidades
A tiempo completo / No está interesado en trabajar a distancia
De 4 a 6 años
國立中央大學 National Central University
資訊工程
Avatar of the user.
Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Presente
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
En un mes
Python
English as a Second Language (ESL)
Excel
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立政治大學(National Chengchi University)
數位內容
Avatar of William Chao.
Avatar of William Chao.
Android Team Lead @104 Corporation
2018 ~ Presente
Senior Software Engineer, Principal Software Engineer, Engineering Manager
En un mes
future organizational growth - Successfully retained a 4.6-star user rating and boosted job application rates by 10%. - Collaborated with the product owner, UI/UX designer, and sales department to design the AD system. • AI Implementation: Created an AI tool to convert UI test cases from natural language into UiAutomator2 scripts, seamlessly integrating them into the CICD process. This resulted in a 90% acceleration UiAutomator2 test case generation. • Technology Introduction: - Flutter: Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly
Android
Software Development
Software Architecture
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
UNSW
Computer software, network and security engineering
Avatar of the user.
Avatar of the user.
Senior iOS Developer @LINE Taiwan Limited
2020 ~ Presente
App Team Lead, Senior iOS Developer
En un mes
iOS
Objective-C
JavaScript
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Taiwan University
Computer Science
Avatar of the user.
Avatar of the user.
Data Engineer @MediaTek Inc.
2019 ~ Presente
Senior Software Engineer
En un mes
Python
Linux
Machine Learning
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Tsing Hua University
Data Mining, Database System
Avatar of 金爾康.
Avatar of 金爾康.
Engineering Manager @Viscovery 創意引晴股份有限公司
2018 ~ Presente
En un mes
including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and market survey. Achievements 1. Qualified of preliminary contest of TSMC Big Data Analytics for Semiconductor Manufacturing. Taiwan,Completion of Broad-DREAM Gene Essentiality Prediction Challenge, 2014 Professional Skills Research Field Machine Learning Deep Learning Computer Vision Natural Language Processing Lang...
Deep Learning
Computer Vision
FastAPI
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學
Electrical Engineering
Avatar of Johnny Hsieh.
Avatar of Johnny Hsieh.
Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
En un mes
expressions, enhancing user interaction experiences. Emotion Recognition Systems: Developing AI systems capable of understanding and responding to user emotions, used to enhance customer service and user interactions. Voice Technology (TTS): Natural Voice Generation: Employing Text-to-Speech (TTS) technology to convert text into natural, fluent voice across multiple languages, suitable for virtual assistants and customer service bots. Voice Interaction Interfaces: Developing voice interaction interfaces that enable digital personas to conduct natural dialogues, offering more humanized interaction methods. Large Language Models and Natural Language Processing: Personalized Response Generation: Leveraging personality-driven large language models to provide customized
Solidity
blockchain development
Docker
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Avatar of Dan Shao.
Avatar of Dan Shao.
Senior Product Growth Manager @SOSV
2018 ~ 2023
Product Manager / Product Growth
En un mes
and honed my skills in dynamic tech stacks. As a seasoned product manager, I've successfully navigated the intersection of user needs and technical innovation, steering product strategies for optimal growth. From leading software teams at IBM to co-founding a startup that delved into machine learning and natural language processing, I bring a unique blend of technical prowess, product expertise, and entrepreneurial flair. My expertise in growth hacking working with early stage startups around the world involves leveraging lean startup methodologies and data-driven decision-making to drive business success. I'm excited to bring
Golang
Javascript
Perl
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
10-15 años
Quantic School of Business and Technology
Avatar of WangPengKang 王鵬綱.
Avatar of WangPengKang 王鵬綱.
Data Engineer @FarEasTone Telecom
2021 ~ Presente
Data engineer
En un mes
WangPengKang 王鵬綱 Currently, I am a Senior Data Engineer at Far EasTone Telecom, focusing on data warehousing, data transformation, CICD , automation, web scraping, data science, and providing data platform services and insights. Taipei, Taiwan Skill Data&ETL : DataBricks ,Trinity ,Airflow, Prefect, Spark(pyspark), RabitMQ CICD : Docker, Jenkins, Git Database : Teradata, MySQL, Oracle ,PostgreSQL Programming languages : Python, SQL Machine Learning : Classification, Clustering, Regression, Natural Language Processing, Fraud Detection, Recommender System, Social Network Mining Visualization : Tableau, Metabase, Python(Matplotlib, Seaborn, plotly, DASH), Data Studio Crawler : python(BeautifulSoup, Selenium, Scrapy, Mitmproxy) Others VSCode , Notion, Hackmd Work Expertise and Experience 工
Python
Azure
DataBricks
Empleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Chung Cheng University
Applied Geophysics

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Más de un año
Assistant Manager
Taiwan
Professional Background
Situación actual
Progreso en la búsqueda de empleo
Professions
Data Scientist, Machine Learning Engineer
Fields of Employment
Experiencia laboral
De 4 a 6 años
Management
I've had experience in managing 5-10 people
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Python
Pyspark
Natural Language Processing
Data Science
Data Engineering
Docker
Google Cloud Platform
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Algorithm Engineer/ Data Scientist/ Sr. Project Management
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Freelance
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Escuela
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Imprimir
Ryan.jpg

Ryan Chao

[email protected]  •  0978903016  •  Taipei, Taiwan

Hi, I'm Ryan, my current research interests include natural language processing, data engineering, machine learning and data related applications, and these are also my daily duties.

Experience

PIXNET 

Assistant Manager, Aug 2020 - Sep 2022

  • Lead data team(Aug 2020 - now)
Lead  and manage  data team with 6 members, we are dedicated to deliver insights from data to the company, not only support decision-making for business but also provide tech solutions to our services and products. My contributions includes:
    • Architecture and methodology review for data solutions and various data analytic tasks
    • Translate abstract business problems into solvable engineering components
    • Project planning and management
    • Goal alignment

Advanced  Algorithm Engineer, Oct 2017 - Aug 2020

  • Data streaming system development for near real time user tagging (Jan 2020 - Jul 2020)
    A kubernetes based application aims to link our content delivery system to the online readers according to their real time behaviors.
    • I lead the system architecture design
    • Handle concurrent traffic from over 5M users everyday
    • Leverage google cloud services such as GKE, GAE, and Pub/Sub.
  • General algorithm development in large scale (Oct 2017 - now)
    Deep learning is fascinating, I was a member of "Deep learning 101 Study Group" and learned a lot from there. However, in practical scenarios, it's surprising to see some fundamental algorithms can show us more insights.
    • PySpark dataframe programming
    • Recommendation algorithm design, improved and achieved the best performance at that time 
    • Various classification tasks
    • User profile construction with NLP.
    • Information retrieval based chat bot
  • Data warehousing and ETL management (Feb 2019 - now)
    I created some tools(e.g., airfly) to help us management our data more efficiently.  
    • Based on PySpark
    • Auto DAG generator: automatically resolve and build the task dependencies for our data pipeline
    • Metadata management.
    • More easier to perform data analytics such as EDA, data mining, machine learning tasks, etc.
  • BI platform development (April 2019 - Oct 2019)
    • Leverage Google Dataproc to handle large scale adhoc queries for business team.
    • Provide daily user demographics, metrics and reports with datastudio.
  • Tech lead of our 5th PIXNET HACKATHON (Jan 2018 - Sep 2018)
    • I was in charge of the competition flow design, data preparation, technical support, and so on.
    • For the promotion purpose, I gave a talk about speech recognition at Microsoft Tech Hub and GAN  at Taiwan R User Group

Former work experiences

Zuirens

Computer Vision Engineer, Sep 2016 - Sep 2017
  • Software and hardware integration planning. 
  • Object detection algorithm development based on OpenCV and C++/Python. 
  • Application Implementation based on Qt framework.
Backend Engineer, July 2016 - Sep 2017
  • Media server deployment for live streaming service. 
  • Crawler implementation and management. 
  • Web development planning.

Acuratek

Embedded Application Engineer, May 2015 - Jan 2016

  • POC Applications based on development platforms such as PIC32, nRF52xx, 8051, etc. 
  • Android development based on OTG application.

Mechtronic Integration Engineer, Sep 2014 - Sep 2015

  • 3-axis servo control with X-Y linear guideway installation.
  • Mechatronic system and software integration.
  • Application based on C# programming.

CORMA

Interactive Mechatronic Engineer, Aug 2013 - Aug 2014

  • Motors and sensors control based on Arduino.

Skills


Programming Languages

mainly Python for now (open-minded to other languages if needed)


Frameworks and Tools

PySpark, Docker, Google Cloud Services, Jupyter, Sanic, Fabric, scikit-learn, Tensorflow.


Others

Linux, Emacs

Side Projects


  • airfly: a tool for auto generating Airflow dag file, 2021. [repo]
  • gutt: a tool for auto generating unit test template, 2021. [repo]
  • Spark CodeFight Hackathon, 2017. [repo]
  • OpenCV project for pattern matching and object tracking, 2017 [repo]
  • Conversation retrieval based chit-chat bot, 2017. [repo]
  • Kaggle competitions, ICDM 2015: top 25%, BNP 2016: top 5%. [kaggle info]

Awards & Honors


  • 2017 PyCon speaker, [slide]
  • 2017 HackNTU, Mentor.
  • 2016 PIXNET HACKATHON, "Best A.I. Cloze Award". 

Activities


  • Machine Learning Certification on Coursera, 2015. 
  • Deep learning 101 Study Group, study topic: RNN, 2017 - now. 
  • Spark Taiwan Study Group, 2016 - 2017.

Education


National Cheng Kung University, Taiwan

BS, Mechanical Engineering
Resume
Perfil
Ryan.jpg

Ryan Chao

[email protected]  •  0978903016  •  Taipei, Taiwan

Hi, I'm Ryan, my current research interests include natural language processing, data engineering, machine learning and data related applications, and these are also my daily duties.

Experience

PIXNET 

Assistant Manager, Aug 2020 - Sep 2022

  • Lead data team(Aug 2020 - now)
Lead  and manage  data team with 6 members, we are dedicated to deliver insights from data to the company, not only support decision-making for business but also provide tech solutions to our services and products. My contributions includes:
    • Architecture and methodology review for data solutions and various data analytic tasks
    • Translate abstract business problems into solvable engineering components
    • Project planning and management
    • Goal alignment

Advanced  Algorithm Engineer, Oct 2017 - Aug 2020

  • Data streaming system development for near real time user tagging (Jan 2020 - Jul 2020)
    A kubernetes based application aims to link our content delivery system to the online readers according to their real time behaviors.
    • I lead the system architecture design
    • Handle concurrent traffic from over 5M users everyday
    • Leverage google cloud services such as GKE, GAE, and Pub/Sub.
  • General algorithm development in large scale (Oct 2017 - now)
    Deep learning is fascinating, I was a member of "Deep learning 101 Study Group" and learned a lot from there. However, in practical scenarios, it's surprising to see some fundamental algorithms can show us more insights.
    • PySpark dataframe programming
    • Recommendation algorithm design, improved and achieved the best performance at that time 
    • Various classification tasks
    • User profile construction with NLP.
    • Information retrieval based chat bot
  • Data warehousing and ETL management (Feb 2019 - now)
    I created some tools(e.g., airfly) to help us management our data more efficiently.  
    • Based on PySpark
    • Auto DAG generator: automatically resolve and build the task dependencies for our data pipeline
    • Metadata management.
    • More easier to perform data analytics such as EDA, data mining, machine learning tasks, etc.
  • BI platform development (April 2019 - Oct 2019)
    • Leverage Google Dataproc to handle large scale adhoc queries for business team.
    • Provide daily user demographics, metrics and reports with datastudio.
  • Tech lead of our 5th PIXNET HACKATHON (Jan 2018 - Sep 2018)
    • I was in charge of the competition flow design, data preparation, technical support, and so on.
    • For the promotion purpose, I gave a talk about speech recognition at Microsoft Tech Hub and GAN  at Taiwan R User Group

Former work experiences

Zuirens

Computer Vision Engineer, Sep 2016 - Sep 2017
  • Software and hardware integration planning. 
  • Object detection algorithm development based on OpenCV and C++/Python. 
  • Application Implementation based on Qt framework.
Backend Engineer, July 2016 - Sep 2017
  • Media server deployment for live streaming service. 
  • Crawler implementation and management. 
  • Web development planning.

Acuratek

Embedded Application Engineer, May 2015 - Jan 2016

  • POC Applications based on development platforms such as PIC32, nRF52xx, 8051, etc. 
  • Android development based on OTG application.

Mechtronic Integration Engineer, Sep 2014 - Sep 2015

  • 3-axis servo control with X-Y linear guideway installation.
  • Mechatronic system and software integration.
  • Application based on C# programming.

CORMA

Interactive Mechatronic Engineer, Aug 2013 - Aug 2014

  • Motors and sensors control based on Arduino.

Skills


Programming Languages

mainly Python for now (open-minded to other languages if needed)


Frameworks and Tools

PySpark, Docker, Google Cloud Services, Jupyter, Sanic, Fabric, scikit-learn, Tensorflow.


Others

Linux, Emacs

Side Projects


  • airfly: a tool for auto generating Airflow dag file, 2021. [repo]
  • gutt: a tool for auto generating unit test template, 2021. [repo]
  • Spark CodeFight Hackathon, 2017. [repo]
  • OpenCV project for pattern matching and object tracking, 2017 [repo]
  • Conversation retrieval based chit-chat bot, 2017. [repo]
  • Kaggle competitions, ICDM 2015: top 25%, BNP 2016: top 5%. [kaggle info]

Awards & Honors


  • 2017 PyCon speaker, [slide]
  • 2017 HackNTU, Mentor.
  • 2016 PIXNET HACKATHON, "Best A.I. Cloze Award". 

Activities


  • Machine Learning Certification on Coursera, 2015. 
  • Deep learning 101 Study Group, study topic: RNN, 2017 - now. 
  • Spark Taiwan Study Group, 2016 - 2017.

Education


National Cheng Kung University, Taiwan

BS, Mechanical Engineering