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4-6 years
6-10 years
10-15 years
More than 15 years
Product Design Consultant @Freelancer2023 ~ 2024
・
UX Researcher / UIUX Designer / Product Designer
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Shih Chien University
・
B.F.A Communication Design
Past
Design Lead @Moneybook Co,. Ltd. 睿元國際股份有限公司2022 ~ 2023
・
Lead Designer, Senior Product Designer, Design Manager
Within one month
for 3 different products. - Moneybook - Inovos - New to B product Responsibilities - Training designers’ skillets. - Creating design process from 0 to 1. - Reviewing designers’ output. - Mentoring designers’ career paths. - Building team culture. Senior Designer • GoFreight 一月五月 2022 Responsible for New Product’s User Experience. - Conducting visual UI and UX Planning to final handoff. - Planning and conducting data collection plans for new products. - Planning and conducting customer interviews for the new product. Assistant Manager • Gamania Digital Entertainment 八月十月 2021 Responsible for Beanfun! app's User Experience
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
樹德科技大學（Shu-Te University）
・
生活產品設計
產品總監 @禾亞數位科技股份有限公司2022 ~ Present
・
Product manager, Senior Product Manager, Product Director
Within one month
Lucas Chang Group Product Manager As a Group Product Manager with 5 years of experience in product management and 7 years in product development, I possess outstanding skills in product planning and execution to address user pain points. I have a strong ability to organize collaborative processes and solve complex problems, from strategizing and roadmapping to driving MVP initiatives, accumulating extensive experience in product development from concept to launch. My Website: https://hylucaschang.wixsite.com/profile Skill Product Planning Strategy and roadmap Business model analysis User research Data insight analysis Product prototyping Product
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立台灣科技大學 National Taiwan University of Science and Technology
・
電機工程系Design Lead @數字科技股份有限公司2023 ~ Present
・
Senior UI/UX designer / Product designer
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Ming Chuan University
・
Department of Counseling and Industrial/Organizational Psychology
Senior Product Designer @imBee Limited2021 ~ Present
・
Product Designer (UI/UX)
Within three months
requirements Strong communication skills to collaborate with stakeholders. Takes the initiative (Excellent planning skills and time-management skills to deliver task on-time with high quality). Work Experience Senior Product Designer at imBee Limited Hong Kong, Remote | JunePresent Led the planning and execution of the feature roadmap and research, ensuring on-time delivery, and making a positive impact onenterprise-level users across diverse industries. Drove the Web / MobileApp design system implementation, resulting in a substantial increase in product quality by 30 to 90%. Collected user feedback and developed data tracking guidelines and plans using Mixpanel
Employed
・
Ready to interview
Full-time / Remote Only
4-6 years
Shu-Te University
・
Visual Communication Design
Past
產品設計師 @曠世智能股份有限公司（微股力）2023 ~ 2023
・
UI/UX設計師、產品設計
Within one month
Dave Chen Product Designer Taipei, Taiwan - Hi there. I'm Dave Chen, a digital product designer living in Taiwan. Product Design ｜User Interface Design ｜ User Experience Design ｜Prototyping ｜ Design Systems ｜Brand & Identity portfolio : behance.net/derderism ｜ e-mail: [email protected] Software Figma Adobe Illustrator Adobe Photoshop Skills User Interface User Research Prototype Responsive Web Design Design Systems Management Notion Jira Slack Work Project Financial Investment SaaS 這是一款提供投資理財服務的軟體，在此職位主要負責製作 Wireframe、UI
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
實踐大學（Shih Chien University）
・
媒體傳達設計學系Past
Design Lead @1TM2020 ~ Present
・
Product Designer (UI/UX)
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Shih Chien University
・
媒體傳達設計學系
Freelance Product Designer (Available for Contracts) @Self Employed2023 ~ Present
・
Senior UI/UX designer / Product designer
Within one month
. Whether you have some project to talk about or just wanna chat, I'm always down. Taichung City, Taiwan https://itsjamescheng.weblow.io Work Experience FebruaryPresent Freelance Product Designer (Available for Contracts) Self Employed Client: GoalsMapper - Conducted comprehensive user research to inform product and user experience directions. - Worked with stakeholders to actualize concepts, going from inception to high fidelity prototypes. - Enhanced existing products and designs through strategic improvements. Client: Zypsy - Collaborated in storyboarding and user flow ideation for potential products. - Assisted in Lo-Fi UI design work. - Researched on
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Tampere University
・
Human Technology Interaction
Past
UI/UX設計師 @鑫元數位科技有限公司2021 ~ 2023
・
UI/UX 設計師, UI/UX Designer, 前端設計師, 網頁設計師
Within one month
出優化方案 解決問題 並設計出符合使用者需求的產品！ [email protected], Taipei Educational Skills 銘傳大學 數位媒體設計系Figma、Sketch、Zeplin、Photoshop、 Illustrator、 Premiere、After Effects User Research、 Persona、 Wireframe、 UI Flow 、 Prototype、 Design System、 Lottie Animation Design Tools Illustrator Photoshop Sketch Figma After Effects Work Experience UI/UX設計師 鑫元數位科技有限公司 2021//7 Taipei, Taiwan 主要和團隊進行
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
銘傳大學
・
數位媒體設計
Product Marketing Manager @National Math and Science Initiative2024 ~ Present
・
UX Writer, Content Marketer, UX/UI Designer
Within one month
white paper, reports, presentations, flyer, etc. and ensure the design conveys communication clearly Serve as lead copywriter and editor turning internal jargon into easy-to-understand visuals and stories for target audiences Assist the sales team by generating 30% more leads through marketing campaigns targeting rural school leaders Conduct user research to gather insights about user needs, preferences and behaviors through surveys and interviews to assist in building personas Create a subset brand for NMSI’s signature event, From STEM to the Stars, and build a multitude of assets to support event marketing efforts including sponsorship package, landing page
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
University of Colorado Denver
・
Entertainment Industry MarketingThe Most Lightweight and Effective Recruiting Plan
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Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Machine Learning Engineer, Data Scientist, Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Software
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
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
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
國立政治大學（National Chengchi University）
Major
資訊科學系
宋浩茹 Hao-Ru Sung
0912208677 | [email protected] | LinkedIn｜ GitHub
As a Research Assistant at Academia Sinica, specializing in Generative AI research and application.
With 3+ years of experience in NLP and Machine Learning , along with 4+ years in Backend Development.
Proficient at translating complex theories into practical applications.
Skills
Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js
Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK, GCP, Linux, SQL / NoSQ, Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot, Azure Bot Service, Tableau
ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT
Research and Work Experience
Research Assistant Oct 2023 - Present
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs (e.g., LLaMA2, Zephyr.) in medical Q&A applications, improving model performance by 2.01%.
- Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA) for training LLM, 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. [ GitHub ]
Graduate Research Assistant Oct 2021 - Oct 2023
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- Publication: Published in ACM CIKM 2023.
- Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6%, e.g., GPT3.5-Turbo, LLaMA, and Vicuna.
- Fine-tuned LLaMA based models (Alpaca, Vicuna) with LoRA and Adapter.
- Dataset Release: Open-source text update dataset (STKU Dataset).
TA - Natural Language Processing with Deep Learning Course Feb 2023 - Jul 2023
National Chengchi University , Dept. of Computer Science
- Student Count in Class: Served as a Teaching Assistant for NLP, catering to 90 students.
- Provided individualized guidance to students, aiding them in completing coursework and research projects, and offering assessments and feedback to ensure effective learning outcomes.
Software Engineer (Founding member) Sep 2019 - June 2020
DATODING (Start-Up) 《 Microsoft Startup Program - Initial Selection Passed 》
- Chatbot Development & Full-Stack Development : Executed real-time messaging and multimedia functions using SignalR and WebSocket. Used MongoDB and Redis for message and stream file storage.
- CI/CD: Executed CI/CD processes using Jenkins.
- Testing : Unit test, Integration testing, and Selenium test.
Software Engineering Intern Jul 2018 - Sep 2018
Kingston Technology
- AI - SSD Quality Detection System: Trained image recognition models for AOI equipment and manual defect detection, and developed a system for continuous optimization and automation of the models.
- Chatbot Development: Integrated the detection model into a chatbot to enable remote operation and monitoring, enhancing the flexibility and convenience of the service.
- Technical Training: Instructed team on Power BI for data analysis and visualization.
Education
National Chengchi University (NCCU) Sep 2021 - Sep 2023
Departmant of Computer Science, Master's Degree
- GPA: 4.04 / 4.30
- Advised by Tsai-Yen Li and Hen-Hsen Huang.
- Essay: Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models.
- Honor: Received the Academia Sinica Graduate Scholarship.
Publication
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Hao-Ru Sung , Ying-Jhe Tang , Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang
In Proceedings of the 32th ACM International Conference on Information and Knowledge
Management (CIKM'23). October 2023 , Birmingham, UK . (Oral Presentation)
Projects
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Focused on updating knowledge summaries of real-time news events to enhance article accuracy. Achieved an 18.8% performance improvement over traditional methods and surpassed SOTA LLMs , e.g., ChatGPT, Llama, and Vicuna. [ GitHub ]
Award: Published at the International Conference ACM CIKM 2023.2021 AI CUP Competition on Traditional Chinese Scene Text Recognition - Advanced Contest :
Text Spotting and Recognition in Complex Streetscapes.
Developed a Two-Stage Model that, through innovative OCR techniques and data augmentation, achieved a 3.74% increase in accuracy. [ GitHub ]
Award: Received Top 25% Award. [ Show credential ]- AI Image Recognition - SSD Quality Detection System
The project aims to enhance product inspection and reduce reinspection personnel by training an object detection model with labeled SSD images from Kingston's production line, optimizing it through a web interface, and integrating it into Azure Bot Service for real-time interaction. - Identify Personality From Dynamic Facial Expressions
The study explores dynamic expressions link to personality traits, employing the IPIP-NEO and recorded Q&A sessions for data, then employing K-means and Markov Model for analysis.More accurately predicts personality traits than ordinary friends. [ GitHub ]
Award: First place in university project research competition.
Patents
Gold Medal - Tokyo Innovation Genius International Invention
This product offers a composite cutting board designed to efficiently drain liquid, preventing surface accumulation, while also providing storage and knife positioning.
Taiwan Patent Certificate No. M526355. [ See patent ]
Self-learning Certificates
- Machine Learning Operations (MLOps): Getting Started - Coursera
- Machine Learning Specialization - Deeplearning.AI (In progress)
宋浩茹 Hao-Ru Sung
0912208677 | [email protected] | LinkedIn｜ GitHub
As a Research Assistant at Academia Sinica, specializing in Generative AI research and application.
With 3+ years of experience in NLP and Machine Learning , along with 4+ years in Backend Development.
Proficient at translating complex theories into practical applications.
Skills
Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js
Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK, GCP, Linux, SQL / NoSQ, Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot, Azure Bot Service, Tableau
ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT
Research and Work Experience
Research Assistant Oct 2023 - Present
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs (e.g., LLaMA2, Zephyr.) in medical Q&A applications, improving model performance by 2.01%.
- Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA) for training LLM, 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. [ GitHub ]
Graduate Research Assistant Oct 2021 - Oct 2023
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- Publication: Published in ACM CIKM 2023.
- Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6%, e.g., GPT3.5-Turbo, LLaMA, and Vicuna.
- Fine-tuned LLaMA based models (Alpaca, Vicuna) with LoRA and Adapter.
- Dataset Release: Open-source text update dataset (STKU Dataset).
TA - Natural Language Processing with Deep Learning Course Feb 2023 - Jul 2023
National Chengchi University , Dept. of Computer Science
- Student Count in Class: Served as a Teaching Assistant for NLP, catering to 90 students.
- Provided individualized guidance to students, aiding them in completing coursework and research projects, and offering assessments and feedback to ensure effective learning outcomes.
Software Engineer (Founding member) Sep 2019 - June 2020
DATODING (Start-Up) 《 Microsoft Startup Program - Initial Selection Passed 》
- Chatbot Development & Full-Stack Development : Executed real-time messaging and multimedia functions using SignalR and WebSocket. Used MongoDB and Redis for message and stream file storage.
- CI/CD: Executed CI/CD processes using Jenkins.
- Testing : Unit test, Integration testing, and Selenium test.
Software Engineering Intern Jul 2018 - Sep 2018
Kingston Technology
- AI - SSD Quality Detection System: Trained image recognition models for AOI equipment and manual defect detection, and developed a system for continuous optimization and automation of the models.
- Chatbot Development: Integrated the detection model into a chatbot to enable remote operation and monitoring, enhancing the flexibility and convenience of the service.
- Technical Training: Instructed team on Power BI for data analysis and visualization.
Education
National Chengchi University (NCCU) Sep 2021 - Sep 2023
Departmant of Computer Science, Master's Degree
- GPA: 4.04 / 4.30
- Advised by Tsai-Yen Li and Hen-Hsen Huang.
- Essay: Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models.
- Honor: Received the Academia Sinica Graduate Scholarship.
Publication
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Hao-Ru Sung , Ying-Jhe Tang , Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang
In Proceedings of the 32th ACM International Conference on Information and Knowledge
Management (CIKM'23). October 2023 , Birmingham, UK . (Oral Presentation)
Projects
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Focused on updating knowledge summaries of real-time news events to enhance article accuracy. Achieved an 18.8% performance improvement over traditional methods and surpassed SOTA LLMs , e.g., ChatGPT, Llama, and Vicuna. [ GitHub ]
Award: Published at the International Conference ACM CIKM 2023.2021 AI CUP Competition on Traditional Chinese Scene Text Recognition - Advanced Contest :
Text Spotting and Recognition in Complex Streetscapes.
Developed a Two-Stage Model that, through innovative OCR techniques and data augmentation, achieved a 3.74% increase in accuracy. [ GitHub ]
Award: Received Top 25% Award. [ Show credential ]- AI Image Recognition - SSD Quality Detection System
The project aims to enhance product inspection and reduce reinspection personnel by training an object detection model with labeled SSD images from Kingston's production line, optimizing it through a web interface, and integrating it into Azure Bot Service for real-time interaction. - Identify Personality From Dynamic Facial Expressions
The study explores dynamic expressions link to personality traits, employing the IPIP-NEO and recorded Q&A sessions for data, then employing K-means and Markov Model for analysis.More accurately predicts personality traits than ordinary friends. [ GitHub ]
Award: First place in university project research competition.
Patents
Gold Medal - Tokyo Innovation Genius International Invention
This product offers a composite cutting board designed to efficiently drain liquid, preventing surface accumulation, while also providing storage and knife positioning.
Taiwan Patent Certificate No. M526355. [ See patent ]
Self-learning Certificates
- Machine Learning Operations (MLOps): Getting Started - Coursera
- Machine Learning Specialization - Deeplearning.AI (In progress)