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CakeResume Talent Search

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Taiwan
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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
國外業務
Algorithm Engineer/ Data Scientist/ Sr. Project Management
Blockchain engineer & Blockchain consulting
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2020
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Gorilla Technology Group 大猩猩科技股份有限公司
(AI-Design) Unboxing the infinity
104 Corporation
Acad Technology Co., Ltd.
Advantech 研華科技
AirSig Inc.
Aita International Co., Ltd
Akatsuki Taiwan Inc
Alfred Labs.
BlockEx
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4-6 years
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Taiwan
  • Exclude read results
  • Show all experiences
Avatar of 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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 chiyun chao.
Avatar of chiyun chao.
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 the user.
Avatar of the user.
Available for paid companies
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.
Avatar of William Chao.
William Chao
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.
Available for paid companies
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.
Available for paid companies
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.
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.
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
Avatar of Dan Shao.
Offline
Avatar of Dan Shao.
Offline
Dan Shao
Senior Product Growth Manager @SOSV
・
2018 ~ 2023
Product Manager / Product Growth
Within one month
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
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
Quantic School of Business and Technology
50+
Avatar of 林奕勳.
Avatar of 林奕勳.
林奕勳
人工智慧工程師 @玉山銀行智能金融處 (Intelligent Finance Dept., E-SUN Bank )
・
2020 ~ Present
Machine Learning Researcher / Engineer
Within one month
Jeffrey Lin ( 林奕勳 ) ESUN Bank, Intelligent Finance Technology Department, AI Engineer focusing on Enterprise-Level ML Frameworks and Design Patterns [email protected] TW, Taipei CAREER SUMMARY 6+ years of deep learning research and development experience, with a strong ability in prototyping, evaluation, and deployment of models, in both academical and industrial environment. 2+ years of financial AI development experience, specialized in the design of python API, SDK, and framework for optimizing the deployment flow of data science, ETL, and machine learning pipelines. 1+ year of participation in the technology management
Research
Music Information Retrieval
Natural Language Processing
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Graduate Institute of Communication Engineering

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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
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Within one month
Avatar of Dan Shao.
Dan Shao
Venture Growth | Product Management | Software Development | Strategy Advisory
Logo of SOSV.
SOSV
・
2018 ~ 2023
Taipei City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Project / Product Management, Software Engineer
Fields of Employment
Work experience
10-15 years
Management
Skills
Golang
Javascript
Perl
Objective-C
Solidity
DevOps
Growth
Product
Software Architecture
Cloud
Software Engineering
Blockchain
Communication
Product management
Product growth
Venture growth
Languages
English
・
Native or Bilingual
Chinese
・
Fluent
Job search preferences
Positions
Product Manager / Product Growth
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
Quantic School of Business and Technology
Major
Print

Dan Shao

Venture Growth | Product Management | Software Development | Strategy Advisory

Hey there! 👋 I'm a tech enthusiast with a rock-solid background in growth hacking, product management, and software development. 

My journey blends a passion for Electrical Engineering and Computer Science with hands-on experience in software architecture, where I've designed and coded in languages such as Golang, Python, Objective C, Javascript, Perl/CGI 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 this multifaceted skill set to contribute effectively in roles that demand a dynamic blend of technical proficiency and strategic vision.

    


Work Experience

October 2018 - November 2023

Senior Growth Manager

SOSV

SOSV (US$1.3 billion AUM) is a global venture capital firm providing multi-stage capital to support big ideas.

- Mixpanel, Amplitude, Google Analytics, AppsFlyer, Segment, Firebase, Meta Ads, Google Ads, Financial Modeling
- Work with C-level executives to develop growth models that help identify and prioritize growth opportunities across B2B and B2C products.
- Work with product and marketing leads to implement data infrastructure for qualitative and quantitative data.
- Design and launch experiments based on data-driven insights in order to build confidence and manage risk across acquisition, activation, retention, and revenue.
- Analyze experiments to validate and refine growth-focused product changes.
- Generalize learnings into a framework and best practices for generating growth across SOSV’s portfolio.
- Perform technical due diligence on potential investments.

December 2021 - August 2023

Consultant / Developer

Sensay

- Java, HTML, CSS, JavaScript, MySQL, Svelte, GCP, Azure, and MySQL.
- Development of an online English pronunciation SaaS Edtech AI platform.
- Led data management efforts for Business and Product intelligence utilizing Mixpanel and Looker.
- Set up marketing email drip campaigns via Hubspot and CustomerIO.

October 2017 - October 2018

Lead Blockchain Engineer

BlockEx

BlockEx is a Digital Asset Platform. The DAxP is an institutional grade exchange with Blockchain asset origination, dematerialisation and life-cycle management tools. Blockex offers a full white label brokerage solution that comes with leveraged trading, social trading, OTC desk and full back office and pre-integrated with affiliate system. Upon launch BlockEx Exchange offers BTC, ETH, LTC trading, for sophisticated and institutional traders it will also offer Blockchain based smart bonds, following the release of the Bond programme. The company will offer full life-cycle programmes for Trade Finance, Private Equities and Syndicated Loans. The DAxP modular infrastructure framework allows for custom Blockchain integrations for financial services, capital markets and governments. BlockEx DAxP collapses origination, issuance, asset servicing, exchange, clearing, settlement and reporting.

- Golang, JavaScript, Solidity, Python, Hyperledger, Ethereum
- Design and deliver blockchain based solutions for prospective customers by assisting sales, identifying business requirements and technical scope of work, and developing software proof of concepts.
- Sales/Pre-Sales in their journey to bring more B2B customers for BlockEx’s Digital Asset Exchange Platform white label solution and BlockEx’s Initial Coin Offering (ICO).

November 2017 - May 2018

Lead Blockchain Engineer

BlockEx

BlockEx is a Digital Asset Platform. The DAxP is an institutional grade exchange with Blockchain asset origination, dematerialisation and life-cycle management tools. Blockex offers a full white label brokerage solution that comes with leveraged trading, social trading, OTC desk and full back office and pre-integrated with affiliate system. BlockEx DAxP collapses origination, issuance, asset servicing, exchange, clearing, settlement and reporting.

- Golang, JavaScript, Solidity, Python, Hyperledger, Ethereum
- Design and deliver blockchain based solutions for prospective customers by assisting sales, identifying business requirements and technical scope of work, and developing software proof of concepts.
- Sales/Pre-Sales in their journey to bring more B2B customers for BlockEx’s Digital Asset Exchange Platform white label solution and BlockEx’s Initial Coin Offering (ICO).

October 2015 - November 2017

Software Product Manager

ECOWORK Inc.

- Golang, Objective-C, Python, Shell Script, Fastlane, Terraform, Vagrant, Consul, AWS, Docker
- Responsible for software architecture and software development for products including a cloud-based VPN appliance (Subspace) and a mobile iOS application for interfacing with WiFi repeaters (British Telecommunications Whole Home Wi-Fi).
- Develop and maintain client relationships for mobile and cloud software products and services across various industries in AWS.

July 2014 - September 2015

Co-Founder

Acad Technology Co., Ltd.

- Objective-C, Python
- Utilize machine learning and natural language processing techniques intertwined with novel methods of user interaction to develop an educational product application based around analysis of pronunciation and prosody for spoken languages.

May 2013 - July 2014

Intellectual Property Consultant

Foxconn

- Provide guidance and analysis with regard to patent landscape analysis, prior art analysis and patent filing, patent litigation support, copyrights and trademark infringement to various Foxconn’s business units, partners, and invested companies.

November 2011 - May 2013

N Series System Storage Staff Engineer and ASUP Project Manager

IBM

- Engage with cross functional teams to manage and prioritize delivery of sustaining activity for product deliverables.
- Led software engineering team through iterations of software testing and upgrades based on product specifications.

September 2008 - May 2011

Scientific Programmer

NASA Goddard Space Flight Center

- Perl/CGI, Sybase, MySQL, and Javascript
- Responsible for development and maintenance of the SeaWiFS Bio-optical Archive and Storage System.
- Development of data-driven modeling and visualizations for a web-based application.

Education

2019 - 2020

Quantic School of Business and Technology

Field of study

2004 - 2008

University of California, Berkeley

Electrical Engineering Computer Science

Skills

   Golang      Javascript      Perl      Objective-C      Solidity      DevOps      Growth      Product      Software Architecture      Cloud      Software Engineering      Blockchain      Communication      Product management      Product growth     

Languages

   English — Native or Bilingual      Chinese — Fluent   

Resume
Profile
Print

Dan Shao

Venture Growth | Product Management | Software Development | Strategy Advisory

Hey there! 👋 I'm a tech enthusiast with a rock-solid background in growth hacking, product management, and software development. 

My journey blends a passion for Electrical Engineering and Computer Science with hands-on experience in software architecture, where I've designed and coded in languages such as Golang, Python, Objective C, Javascript, Perl/CGI 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 this multifaceted skill set to contribute effectively in roles that demand a dynamic blend of technical proficiency and strategic vision.

    


Work Experience

October 2018 - November 2023

Senior Growth Manager

SOSV

SOSV (US$1.3 billion AUM) is a global venture capital firm providing multi-stage capital to support big ideas.

- Mixpanel, Amplitude, Google Analytics, AppsFlyer, Segment, Firebase, Meta Ads, Google Ads, Financial Modeling
- Work with C-level executives to develop growth models that help identify and prioritize growth opportunities across B2B and B2C products.
- Work with product and marketing leads to implement data infrastructure for qualitative and quantitative data.
- Design and launch experiments based on data-driven insights in order to build confidence and manage risk across acquisition, activation, retention, and revenue.
- Analyze experiments to validate and refine growth-focused product changes.
- Generalize learnings into a framework and best practices for generating growth across SOSV’s portfolio.
- Perform technical due diligence on potential investments.

December 2021 - August 2023

Consultant / Developer

Sensay

- Java, HTML, CSS, JavaScript, MySQL, Svelte, GCP, Azure, and MySQL.
- Development of an online English pronunciation SaaS Edtech AI platform.
- Led data management efforts for Business and Product intelligence utilizing Mixpanel and Looker.
- Set up marketing email drip campaigns via Hubspot and CustomerIO.

October 2017 - October 2018

Lead Blockchain Engineer

BlockEx

BlockEx is a Digital Asset Platform. The DAxP is an institutional grade exchange with Blockchain asset origination, dematerialisation and life-cycle management tools. Blockex offers a full white label brokerage solution that comes with leveraged trading, social trading, OTC desk and full back office and pre-integrated with affiliate system. Upon launch BlockEx Exchange offers BTC, ETH, LTC trading, for sophisticated and institutional traders it will also offer Blockchain based smart bonds, following the release of the Bond programme. The company will offer full life-cycle programmes for Trade Finance, Private Equities and Syndicated Loans. The DAxP modular infrastructure framework allows for custom Blockchain integrations for financial services, capital markets and governments. BlockEx DAxP collapses origination, issuance, asset servicing, exchange, clearing, settlement and reporting.

- Golang, JavaScript, Solidity, Python, Hyperledger, Ethereum
- Design and deliver blockchain based solutions for prospective customers by assisting sales, identifying business requirements and technical scope of work, and developing software proof of concepts.
- Sales/Pre-Sales in their journey to bring more B2B customers for BlockEx’s Digital Asset Exchange Platform white label solution and BlockEx’s Initial Coin Offering (ICO).

November 2017 - May 2018

Lead Blockchain Engineer

BlockEx

BlockEx is a Digital Asset Platform. The DAxP is an institutional grade exchange with Blockchain asset origination, dematerialisation and life-cycle management tools. Blockex offers a full white label brokerage solution that comes with leveraged trading, social trading, OTC desk and full back office and pre-integrated with affiliate system. BlockEx DAxP collapses origination, issuance, asset servicing, exchange, clearing, settlement and reporting.

- Golang, JavaScript, Solidity, Python, Hyperledger, Ethereum
- Design and deliver blockchain based solutions for prospective customers by assisting sales, identifying business requirements and technical scope of work, and developing software proof of concepts.
- Sales/Pre-Sales in their journey to bring more B2B customers for BlockEx’s Digital Asset Exchange Platform white label solution and BlockEx’s Initial Coin Offering (ICO).

October 2015 - November 2017

Software Product Manager

ECOWORK Inc.

- Golang, Objective-C, Python, Shell Script, Fastlane, Terraform, Vagrant, Consul, AWS, Docker
- Responsible for software architecture and software development for products including a cloud-based VPN appliance (Subspace) and a mobile iOS application for interfacing with WiFi repeaters (British Telecommunications Whole Home Wi-Fi).
- Develop and maintain client relationships for mobile and cloud software products and services across various industries in AWS.

July 2014 - September 2015

Co-Founder

Acad Technology Co., Ltd.

- Objective-C, Python
- Utilize machine learning and natural language processing techniques intertwined with novel methods of user interaction to develop an educational product application based around analysis of pronunciation and prosody for spoken languages.

May 2013 - July 2014

Intellectual Property Consultant

Foxconn

- Provide guidance and analysis with regard to patent landscape analysis, prior art analysis and patent filing, patent litigation support, copyrights and trademark infringement to various Foxconn’s business units, partners, and invested companies.

November 2011 - May 2013

N Series System Storage Staff Engineer and ASUP Project Manager

IBM

- Engage with cross functional teams to manage and prioritize delivery of sustaining activity for product deliverables.
- Led software engineering team through iterations of software testing and upgrades based on product specifications.

September 2008 - May 2011

Scientific Programmer

NASA Goddard Space Flight Center

- Perl/CGI, Sybase, MySQL, and Javascript
- Responsible for development and maintenance of the SeaWiFS Bio-optical Archive and Storage System.
- Development of data-driven modeling and visualizations for a web-based application.

Education

2019 - 2020

Quantic School of Business and Technology

Field of study

2004 - 2008

University of California, Berkeley

Electrical Engineering Computer Science

Skills

   Golang      Javascript      Perl      Objective-C      Solidity      DevOps      Growth      Product      Software Architecture      Cloud      Software Engineering      Blockchain      Communication      Product management      Product growth     

Languages

   English — Native or Bilingual      Chinese — Fluent