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%, e
Data Scientist, Data Analyst, Machine Learning Engineer
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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]rk 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
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
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2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
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Designer 2. R&D 3. Instructor of Oversea's Quotation and Engineering Department 4. Project Leader -- Leading a team with 5 people Senior Researcher • 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.) JanuaryAprilIndustrial Induction Motor Designer 2. R&D 3. Instructor of Oversea's Quotation and Engineering Department 4. Project Leader Assistant Researcher • 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.) FebruaryDecemberIndustrial Induction Motor Designer 2. R&D 3. Quotation and Engineering Consultant 4
Streetscaper: Taiwan Freelance Cultural Researcher @Kantar Consulting
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2019 ~ Present
資深視覺設計師 / 網頁設計師 / 設計主管
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Una Yang Visual Designer & Motion Graphic Maker Taipei, Taiwan I'm Una, a seasoned visual designer with 8+ years of experience in design and fashion. My skill set includes visual design, motion graphics, and marketing. Recently, I've shifted my focus to the dynamic startup sector, drawn to its unique challenges and opportunities. I'm passionate about tackling complex design problems and translating trends into distinctive visual language. I'm excited to contribute my skills and adaptability to your startup. Feel free to reach out to explore collaborations or discuss how I can enhance
Adobe Creative Suite
Photoshop
Illustrator
Unemployed
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Ready to interview
Full-time / Interested in working remotely
10-15 years
London College of Fashion
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Fashion Design Management
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