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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
reducing parameter training volume to 2% , decreasing memory usage by 70%, and increasing training speed by 25%. Architecture Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ G itHub ] Graduate Research Assistant OctOct 2023 Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) Publication: Published in ACM CIKMSequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models . [ Paper | GitHub ] Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6
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 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 ~ Present
Software Engineer
Within one month
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
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
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 ~ 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
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
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立中央大學 National Central University
資訊工程
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
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 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
數位內容
Avatar of William Chao.
Offline
Avatar of William Chao.
Offline
Android Team Lead @104 Corporation
2018 ~ Present
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Within two months
incorporating: - A clean architectural approach - Integration with Firebase services - Support for the latest Android features ensuring scalability for future organizational growth - Successfully retained a 4.6-star user rating and boosted job application rates by 10%. • 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
Employed
Open to opportunities
Full-time / Interested in working remotely
More than 15 years
UNSW
Computer software, network and security engineering
Avatar of the user.
Avatar of the user.
Past
iOS Engoneer @VoiceTube 紅點子科技股份有限公司
2020 ~ 2023
iOS Developer
Within three months
Swift/iOS
Objective-C
Git
Unemployed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺北大學 National Taipei University
資工所
Avatar of the user.
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 金爾康.
Avatar of 金爾康.
Engineering Manager @Viscovery 創意引晴股份有限公司
2018 ~ Present
Within one month
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
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
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
Within one month
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
Full-time / Interested in working remotely
4-6 years

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Within two months
Android Team Lead
Logo of 104 Corporation.
104 Corporation
2018 ~ Present
Taipei City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Android Developer, Research / R&D, Software Engineer
Fields of Employment
Computer Networking, Mobile Apps, Software
Work experience
More than 15 years
Management
I've had experience in managing 5-10 people
Skills
Android
Software Development
Software Architecture
Team Management
Team Leading
JIRA
Git
Android Studio
Languages
Chinese
Native or Bilingual
English
Professional
Job search preferences
Positions
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Job types
Full-time
Locations
Taipei, Taiwan
Remote
Interested in working remotely
Freelance
No
Educations
School
UNSW
Major
Computer software, network and security engineering
Print

William Chao

Android Team Lead

  Taipei City, Taiwan

Summary of Achievements

  • 104 Android Leadership: Directed development of leading Android apps for Taiwan's premier HR firm (104 Corp.).
  • Team Optimization: Rebuilt the Android team at 104 Corp., boosting morale and engagement.
  • Innovative AI Integration: Introduced AI tools at 104 Corp. for automated UI test case generation and execution.
  • AirSig & Gesture Tech: Spearheaded gesture identification technology, crafting integrations for FinTech and VR applications.
  • HTC's Android: Led Android app developments (Contacts App & Call history App), integrating cutting-edge features, delivering customized client solutions for global mobile phones.
  • Cross Platform Dev: Introduced React-Native and Flutter to 104 Corp. and built in-house applications.

    

Work Experience

Android Team Lead  •  104 Corporation

Mar 2018 - Present

104 Corp. - Leading human agency company in Taiwan specializing in Career Development & Talent Acquisition

• Team Leadership: Led a 5-member Android App development team, achieving the following milestones:
- 工作快找 App: Achieved 710k+ users, maintained a 4.6 user rating, and ensured 99.7% crash-free performance.
- 人才快找 App: Attained 36k+ users, a 4.3 user rating, and maintained 99.7% crash-free reliability.
- POC Products: Successfully launched 104 Nabi, 104 Giver, and 104 打工探吉.

• Team Management: Restructured the Android team, significantly improving team morale and enhancing engagement.

• Product Revamp: Completely overhauled 104 Corp.'s flagship Android product - 工作快找 App within a year, incorporating:
- A clean architectural approach
- Integration with Firebase services
- Support for the latest Android features ensuring scalability for future organizational growth
- Successfully retained a 4.6-star user rating and boosted job application rates by 10%.

• 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 (2023): Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly ensured compatibility across Web, Android, and iOS platforms.
- Firebase (2021): Introduced and championed Firebase tools within the organization, including Firestore, Crashlytics, Performance, among others. Played a pivotal role as an instructor, guiding teams on Firebase tool utilization.
- React-Native (2018): Efficiently developed the Resume Consulting App, using 25% fewer resources compared to combined efforts of the Android and iOS teams.

• Organizational Involvement:
- Generative AI (2023): Spearheaded in-house research initiatives and integrated demonstrations within the 工作快找 App.
- Annual Engineer Event: Featured as the speaker on the topic: "Utilizing UiAutomator2 and Emulator for Real-time Ad Exposure Screenshot Capture."

Software Technical Manager  •  AirSig Inc.

May 2016 - Mar 2018

AirSig - Innovative Startup Specializing in Gesture Identification Technology

• Strategic Implementation: Identified new application domains for gesture identification technology. Designed and executed prototypes for Proof of Concept (POC) and successfully launched products for commercial clients including Taipei Fubon Commercial Bank, Bank SinoPac, and HTC Corp.

• Product Development: Played a key role in crafting a service that offers gesture authentication features catered to Banking and Security sectors. This multi-tiered solution encompasses a backend server, a RESTful API, as well as mobile app SDKs complete with sample code for both Android and iOS platforms.

• Game Integration: Repurposed Google's 2016 Halloween doodle game to evaluate the market fit of air gesture in gaming. This involved the integration of AirSig's web gesture technology, enabling mobile web browsers to interpret player gestures.

• SDK Maintenance & Customer Support: Oversaw the offline AirSig gesture SDK tailored for the Android platform. Offered consistent support to high-profile customers including CyweeMotion and Tencent.

• VR Development & Integration: Spearheaded the creation of a Unity SDK in C# founded on AirSig's proprietary gesture technology. This SDK was crafted for integration with platforms like HTC Vive (Windows), Oculus Rift (Windows), and Google Daydream (Android). Additionally, the product was successfully listed on the Unity Asset Store.

Senior Assistant Manager  •  HTC Corp.

Jul 2008 - May 2016

HTC - Global Leader in Mobile Phone Manufacturing

Senior Assistant Manager (2011-2016)

• Team Leadership: Headed an 8-member team, directing Android app development across HTC Android phones and tablets.

• Application Development & Customization: Spearheaded the design, implementation, and continuous maintenance of the Contacts and Call History apps. Adapted these apps to fit client customization requests, accommodating millions of devices sold globally each year.

• Cross-Functional Collaboration: Established proactive communication channels with regional customer managers, third-party entities, project managers, and product managers. Integrated customized features into the Contacts app for premier mobile operators globally, including Verizon, AT&T, Sprint, KDDI, Vodafone, CMCC, and China Telecom, and more.

• Solution Design & Implementation: Addressed multifaceted customer demands and HTC's internal specifications through the strategic creation of reusable and extensible solutions. Successfully negotiated and garnered consensus from all stakeholders to adopt proposed solutions.

Android App Senior Engineer (2008-2011)

• Application Development: Partnered with software feature planners, UX teams, and QA professionals to refine the Contacts app. Incorporated cutting-edge technology enhancements, such as integrating Facebook/Twitter contacts and feeds, as well as embedding 4G video call and presence services.

• Plugin Architecture: Devised and executed an adaptable plugin mechanism. This enabled third-party developers, mobile network operators, partners, and HTC's internal teams to tailor data presentation within the Contacts app to their specific needs.

Software Engineer  •  Lite On Technology Intl Inc

Mar 2006 - Apr 2008

Lite-On - Leading Manufacturer of Computer Consumer Electronics

• Product Prototyping: Collaborated closely with product planners to support them from the conceptual design phase through to prototyping.

• Test Automation: Engineered an automated testing application for PCs aimed at evaluating portable navigation devices. This innovation enhanced the team's testing efficiency and increased the accuracy of fault detection.

• Software Development: Developed a PC application proficient in extracting contact details from Microsoft Outlook, facilitating their transfer to portable navigation devices via USB connectivity.

• Protocol Design: Conceptualized and executed a communication protocol for a Bluetooth remote controller. Leveraged XML for efficient command transmission and to display media information sourced from the Media Player on PCs.

Education

UNSW

Information Technology

2005 - 2006

The University of Auckland

Software Engineering

2001 - 2005

Resume
Profile

William Chao

Android Team Lead

  Taipei City, Taiwan

Summary of Achievements

  • 104 Android Leadership: Directed development of leading Android apps for Taiwan's premier HR firm (104 Corp.).
  • Team Optimization: Rebuilt the Android team at 104 Corp., boosting morale and engagement.
  • Innovative AI Integration: Introduced AI tools at 104 Corp. for automated UI test case generation and execution.
  • AirSig & Gesture Tech: Spearheaded gesture identification technology, crafting integrations for FinTech and VR applications.
  • HTC's Android: Led Android app developments (Contacts App & Call history App), integrating cutting-edge features, delivering customized client solutions for global mobile phones.
  • Cross Platform Dev: Introduced React-Native and Flutter to 104 Corp. and built in-house applications.

    

Work Experience

Android Team Lead  •  104 Corporation

Mar 2018 - Present

104 Corp. - Leading human agency company in Taiwan specializing in Career Development & Talent Acquisition

• Team Leadership: Led a 5-member Android App development team, achieving the following milestones:
- 工作快找 App: Achieved 710k+ users, maintained a 4.6 user rating, and ensured 99.7% crash-free performance.
- 人才快找 App: Attained 36k+ users, a 4.3 user rating, and maintained 99.7% crash-free reliability.
- POC Products: Successfully launched 104 Nabi, 104 Giver, and 104 打工探吉.

• Team Management: Restructured the Android team, significantly improving team morale and enhancing engagement.

• Product Revamp: Completely overhauled 104 Corp.'s flagship Android product - 工作快找 App within a year, incorporating:
- A clean architectural approach
- Integration with Firebase services
- Support for the latest Android features ensuring scalability for future organizational growth
- Successfully retained a 4.6-star user rating and boosted job application rates by 10%.

• 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 (2023): Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly ensured compatibility across Web, Android, and iOS platforms.
- Firebase (2021): Introduced and championed Firebase tools within the organization, including Firestore, Crashlytics, Performance, among others. Played a pivotal role as an instructor, guiding teams on Firebase tool utilization.
- React-Native (2018): Efficiently developed the Resume Consulting App, using 25% fewer resources compared to combined efforts of the Android and iOS teams.

• Organizational Involvement:
- Generative AI (2023): Spearheaded in-house research initiatives and integrated demonstrations within the 工作快找 App.
- Annual Engineer Event: Featured as the speaker on the topic: "Utilizing UiAutomator2 and Emulator for Real-time Ad Exposure Screenshot Capture."

Software Technical Manager  •  AirSig Inc.

May 2016 - Mar 2018

AirSig - Innovative Startup Specializing in Gesture Identification Technology

• Strategic Implementation: Identified new application domains for gesture identification technology. Designed and executed prototypes for Proof of Concept (POC) and successfully launched products for commercial clients including Taipei Fubon Commercial Bank, Bank SinoPac, and HTC Corp.

• Product Development: Played a key role in crafting a service that offers gesture authentication features catered to Banking and Security sectors. This multi-tiered solution encompasses a backend server, a RESTful API, as well as mobile app SDKs complete with sample code for both Android and iOS platforms.

• Game Integration: Repurposed Google's 2016 Halloween doodle game to evaluate the market fit of air gesture in gaming. This involved the integration of AirSig's web gesture technology, enabling mobile web browsers to interpret player gestures.

• SDK Maintenance & Customer Support: Oversaw the offline AirSig gesture SDK tailored for the Android platform. Offered consistent support to high-profile customers including CyweeMotion and Tencent.

• VR Development & Integration: Spearheaded the creation of a Unity SDK in C# founded on AirSig's proprietary gesture technology. This SDK was crafted for integration with platforms like HTC Vive (Windows), Oculus Rift (Windows), and Google Daydream (Android). Additionally, the product was successfully listed on the Unity Asset Store.

Senior Assistant Manager  •  HTC Corp.

Jul 2008 - May 2016

HTC - Global Leader in Mobile Phone Manufacturing

Senior Assistant Manager (2011-2016)

• Team Leadership: Headed an 8-member team, directing Android app development across HTC Android phones and tablets.

• Application Development & Customization: Spearheaded the design, implementation, and continuous maintenance of the Contacts and Call History apps. Adapted these apps to fit client customization requests, accommodating millions of devices sold globally each year.

• Cross-Functional Collaboration: Established proactive communication channels with regional customer managers, third-party entities, project managers, and product managers. Integrated customized features into the Contacts app for premier mobile operators globally, including Verizon, AT&T, Sprint, KDDI, Vodafone, CMCC, and China Telecom, and more.

• Solution Design & Implementation: Addressed multifaceted customer demands and HTC's internal specifications through the strategic creation of reusable and extensible solutions. Successfully negotiated and garnered consensus from all stakeholders to adopt proposed solutions.

Android App Senior Engineer (2008-2011)

• Application Development: Partnered with software feature planners, UX teams, and QA professionals to refine the Contacts app. Incorporated cutting-edge technology enhancements, such as integrating Facebook/Twitter contacts and feeds, as well as embedding 4G video call and presence services.

• Plugin Architecture: Devised and executed an adaptable plugin mechanism. This enabled third-party developers, mobile network operators, partners, and HTC's internal teams to tailor data presentation within the Contacts app to their specific needs.

Software Engineer  •  Lite On Technology Intl Inc

Mar 2006 - Apr 2008

Lite-On - Leading Manufacturer of Computer Consumer Electronics

• Product Prototyping: Collaborated closely with product planners to support them from the conceptual design phase through to prototyping.

• Test Automation: Engineered an automated testing application for PCs aimed at evaluating portable navigation devices. This innovation enhanced the team's testing efficiency and increased the accuracy of fault detection.

• Software Development: Developed a PC application proficient in extracting contact details from Microsoft Outlook, facilitating their transfer to portable navigation devices via USB connectivity.

• Protocol Design: Conceptualized and executed a communication protocol for a Bluetooth remote controller. Leveraged XML for efficient command transmission and to display media information sourced from the Media Player on PCs.

Education

UNSW

Information Technology

2005 - 2006

The University of Auckland

Software Engineering

2001 - 2005