CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
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
1ヶ月以内
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)
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立政治大學(National Chengchi University)
資訊科學系
Avatar of the user.
Avatar of the user.
Past
Senior Product Growth Manager @SOSV
2018 ~ 2023
Product Manager / Product Growth
1ヶ月以内
Golang
Javascript
Perl
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
10〜15年
Quantic School of Business and Technology
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @TG3D Studio
2021 ~ 現在
Software Engineer
1ヶ月以内
Assisted in Cancer Cells Detection Application Planning and Implementation Assisted in Cancer Cells Detection Model Auto-Training Application Planning and Implementation Human Action Recognition SepDec 2020 Conducted Human Skeleton Detection Model Training Developed Static Human Action Recognition Model (based on image) Developed Dynamic Human Action Recognition Model (based on video) Natural Language Process AugNov 2020 Studied Natural Language Process Core Technics Executed the Implementation of BERT Model on Mask Language Model Task Executed the Implementation of BERT Model on Question Answering Task Autonomous Vehicle: Conducted AI Models in Perception System SepJan 2020 Conducted 2D and 3D Object Detection Model Training
Python
AI & Machine Learning
Image Processing
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立台灣大學
生物產業機電工程所
Avatar of William Chao.
Avatar of William Chao.
Android Team Lead @104 Corporation
2018 ~ 現在
Senior Software Engineer, Principal Software Engineer, Engineering Manager
2ヶ月以内
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
就職中
就職希望
フルタイム / リモートワークに興味あり
15年以上
UNSW
Computer software, network and security engineering
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Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ 現在
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
1ヶ月以内
Python
English as a Second Language (ESL)
Excel
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
國立政治大學(National Chengchi University)
數位內容
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ 現在
Data Scientist 資料科學家_數據分析師
1ヶ月以内
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) 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 recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on
nlp-rasa
recommender system
pytorch tensorflow
就職中
就職希望
パートタイム / リモートワークに興味あり
15年以上
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of Jimmy Chen.
Avatar of Jimmy Chen.
Past
iOS Engoneer @VoiceTube 紅點子科技股份有限公司
2020 ~ 2023
iOS Developer
3ヶ月以内
公司 十二月三月Implemented RxSwift framework and MVVM patterns. Later refactoring to MVVM-C pattern - Introduce usage of Gitflow for maintaining proper feature development and release cycle - Assisted in debugging and testing, contributing to the successful launch of an app update - Developed and released a language vocabulary game, showcasing strong problem-solving skills and creative UI/UX design - Implemented a real-time language translation feature, leveraging Core ML and Natural Language Processing, expanding the app's global reach App Team Lead • iQIYI 愛奇藝 六月九月Adopted the MVVM pattern and
Swift/iOS
Objective-C
Git
無職
就職希望
フルタイム / リモートワークに興味あり
6〜10年
國立臺北大學 National Taipei University
資工所
Avatar of 高振倫.
Avatar of 高振倫.
Data Engineer @MediaTek Inc.
2019 ~ 現在
Senior Software Engineer
1ヶ月以内
with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity. Data Engineer Hsinchu, TW [email protected] Skills Big Data Engineering Rich knowledge in NoSQL , skilled in RESTful search API and distributed analytics engine ElasticSearch . Experienced in multilingual Natural Language Processing , working on reliable data pre-processing and data cleaning. Deep Learning Leading team members to do research and build Machine Learning models, further designing prototypes on application system. Utilizing Deep Learning methods (CNN/RNN) to process heterogeneous documents and develop systems for market analysis
Python
Linux
Machine Learning
就職中
就職希望
フルタイム / リモートワークに興味あり
6〜10年
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 ~ 現在
1ヶ月以内
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
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
國立台灣大學
Electrical Engineering
Avatar of the user.
Avatar of the user.
Software Engineer @CakeResume
2022 ~ 現在
Software Engineer
1ヶ月以内
React
TypeScript
JavaScript
Reputation Credits1
就職中
就職を希望していません
フルタイム / リモートワークに興味あり
10〜15年
National Taiwan University
Computer Science and Information Engineering

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