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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
Dans 1 mois
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)
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
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 ~ Présent
Software Engineer
Dans 1 mois
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
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
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 ~ Présent
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
Dans 1 mois
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
Employé
Ouvert à de nouvelles opportunités
Temps plein / Je ne suis pas intéressé par le travail à distance
4 à 6 ans
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 ~ Présent
Data Scientist 資料科學家_數據分析師
Dans 1 mois
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
Employé
Ouvert à de nouvelles opportunités
Temps partiel / Intéressé par le travail à distance
Plus de 15 ans
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 ~ Présent
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Dans 1 mois
Python
English as a Second Language (ESL)
Excel
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立政治大學(National Chengchi University)
數位內容
Avatar of William Chao.
Avatar of William Chao.
Android Team Lead @104 Corporation
2018 ~ Présent
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Dans 2 mois
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
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
Plus de 15 ans
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
Dans 3 mois
Swift/iOS
Objective-C
Git
Sans Emploi
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
6 à 10 ans
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 ~ Présent
Senior Software Engineer
Dans 1 mois
Python
Linux
Machine Learning
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
6 à 10 ans
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 ~ Présent
Dans 1 mois
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
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
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
Dans 1 mois
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
Temps plein / Intéressé par le travail à distance
4 à 6 ans

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Dans 2 mois
RF Application Engineer
Hexawave
2020 ~ Présent
Hsinchu City, 台灣
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Radio Frequency (RF) Engineer, Software Engineer, Test and Trials Engineer
Fields of Employment
Électronique Grand Public
Expérience Professionnelle
6 à 10 ans expérience professionnelle (Moins de 1 an relevant)
Management
None
Compétences
Word
PowerPoint
Excel
LabVIEW
Japanese N1
TOEIC700+
Python
SQL
SQLite
Chinese (native)
Data Mining
Data Visualization
Data Analysis
Langues
English
Courant
Japanese
Courant
Chinese
Natif ou Bilingue
Job search preferences
Position Désirée
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Type d'emploi
Temps plein
Lieu Désiré
台灣, 日本
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
AI Academy
Spécialisation
數據分析
Imprimer

LINTINGYI

Languages: Chinese (native), English (advanced), Japanese (advanced)

Skills: Python, SQL, ETL, Data Mining, Data Visualization

Summary:
I am now a RF application engineer and seek to change my career to challenge a data engineer .
I'm with a strong interest in software development and data science, I am constantly seeking new technologies and skills to improve my work. With experience in developing automated production and inspection machines using LabVIEW, NI-Vision, and state machines, and proficient in Python, SQL, I specialize in data modeling, data warehousing, ETL, data mining, and data visualization.

  Hsinchu City, Taiwan 300  

Work Experience

Application Engineer  •  Hexawave

November 2020 - Present

  • Developed and maintained the data ETL using Python, SQL.
  • Designed and implemented data models to support business intelligence and analytics solutions.
  • Collaborated with cross-functional teams to integrate data from various sources and ensure data accuracy and consistency.
  • Created data visualizations using tools such as Python Data Visualization to facilitate data analysis and reporting.
  • Participated in the design and development of data-driven applications.

實習生  •  AI academy

February 2022 - April 2022

Conducted a survey on culture and art across Japan, focusing on concert halls.

Built a crawler environment and collected data, organized data formats, and learned natural language processing.

Identified target features using statistical analysis and data visualization techniques.

Incorporated the company's environmental architecture model early on and received positive evaluations from senior colleagues.


Soft Engineer  •  FOXLINK Group

March 2017 - July 2019

Developed automated production machines, including automatic feeding systems, air leak systems, plug test systems, and package systems.

Controlled instruments such as IMAQ, Gilai, and camera control using PCI, PCIe, and IEEE1394a/b cards and motor cards.

Developed automated inspection machines, such as optical inspection systems, using NI-Vision and LabVIEW.

Compiled algorithms for automated laser engraving and inspection machines.

Engineer  •  Brawave Telecommunication

October 2014 - October 2016

Integrated and tested the Active Optical Cables (AOC) system using LabVIEW, NI-GPIB, NI-VISA, RS232 for PLC, NI-DAQmx, and NI 8451 I2C.

Set test and power supply parameters, checked connection status, and retrieved data from instruments such as BERT and oscilloscopes.

Analyzed data results and generated alarms.

Education

2021 - 2022

AI Academy

Other・Data analysis

2021-2022

Learned the basic grammar structure of Python, SQL, and Linux.

Gained proficiency in data processing, checking, and visualization.

Acquired knowledge of basic statistical terms and techniques and their use in Python, Excel, and R.

Studied machine learning principles and their practical application in various industries, including marketing, finance, and medicine.

Completed big data analysis projects independently, from data processing to analysis report preparation, and presented findings in a clear and understandable manner.

2010 - 2014

Natinal Chiayi University 國立嘉義大學

電子物理系

Recommendations


If you're interested in learning more about my experience and skills, please contact me at [[email protected]].
I also have a portfolio if you are interested, please view it
link [https://www.cakeresume.com/portfolios/data-analysis-works]

Resume
Profile

LINTINGYI

Languages: Chinese (native), English (advanced), Japanese (advanced)

Skills: Python, SQL, ETL, Data Mining, Data Visualization

Summary:
I am now a RF application engineer and seek to change my career to challenge a data engineer .
I'm with a strong interest in software development and data science, I am constantly seeking new technologies and skills to improve my work. With experience in developing automated production and inspection machines using LabVIEW, NI-Vision, and state machines, and proficient in Python, SQL, I specialize in data modeling, data warehousing, ETL, data mining, and data visualization.

  Hsinchu City, Taiwan 300  

Work Experience

Application Engineer  •  Hexawave

November 2020 - Present

  • Developed and maintained the data ETL using Python, SQL.
  • Designed and implemented data models to support business intelligence and analytics solutions.
  • Collaborated with cross-functional teams to integrate data from various sources and ensure data accuracy and consistency.
  • Created data visualizations using tools such as Python Data Visualization to facilitate data analysis and reporting.
  • Participated in the design and development of data-driven applications.

實習生  •  AI academy

February 2022 - April 2022

Conducted a survey on culture and art across Japan, focusing on concert halls.

Built a crawler environment and collected data, organized data formats, and learned natural language processing.

Identified target features using statistical analysis and data visualization techniques.

Incorporated the company's environmental architecture model early on and received positive evaluations from senior colleagues.


Soft Engineer  •  FOXLINK Group

March 2017 - July 2019

Developed automated production machines, including automatic feeding systems, air leak systems, plug test systems, and package systems.

Controlled instruments such as IMAQ, Gilai, and camera control using PCI, PCIe, and IEEE1394a/b cards and motor cards.

Developed automated inspection machines, such as optical inspection systems, using NI-Vision and LabVIEW.

Compiled algorithms for automated laser engraving and inspection machines.

Engineer  •  Brawave Telecommunication

October 2014 - October 2016

Integrated and tested the Active Optical Cables (AOC) system using LabVIEW, NI-GPIB, NI-VISA, RS232 for PLC, NI-DAQmx, and NI 8451 I2C.

Set test and power supply parameters, checked connection status, and retrieved data from instruments such as BERT and oscilloscopes.

Analyzed data results and generated alarms.

Education

2021 - 2022

AI Academy

Other・Data analysis

2021-2022

Learned the basic grammar structure of Python, SQL, and Linux.

Gained proficiency in data processing, checking, and visualization.

Acquired knowledge of basic statistical terms and techniques and their use in Python, Excel, and R.

Studied machine learning principles and their practical application in various industries, including marketing, finance, and medicine.

Completed big data analysis projects independently, from data processing to analysis report preparation, and presented findings in a clear and understandable manner.

2010 - 2014

Natinal Chiayi University 國立嘉義大學

電子物理系

Recommendations


If you're interested in learning more about my experience and skills, please contact me at [[email protected]].
I also have a portfolio if you are interested, please view it
link [https://www.cakeresume.com/portfolios/data-analysis-works]