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Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Backend Development
NLP
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
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
Within one month
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 OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring
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 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 ~ Present
Software Engineer
Within one month
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
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
抓取金融新聞,將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體,最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術:NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of 謝明翰.
Avatar of 謝明翰.
Past
後端工程師 @Canner (易開科技)
2023 ~ 2024
Senior Backend Engineer
Within one month
產品數據中台,專注於新功能開發、問題排查,並致力於優化團隊的開發流程。參與公司開源專案 accio 的 DSL parser 開發,負責開發 ChatGPT 自然語言獲取數據的 Plugin。 #Node.js #Typescript #Data Modeling #GraphQL 後端工程師 愛酷智能科技 AccuHit AI technology company 九月三月 2023 Taipei, Taiwan 主導團隊升級 PHP
Node.js / Express.js
Git-flow
Golang
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
資訊工程
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ Present
資料分析師、資料科學家、產品經理
Within one month
李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
Python
Project Management
Strategic Thinking
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
心理所(認知科學所)
Avatar of 喬康豪.
Avatar of 喬康豪.
全端工程師 @中冠資訊股份有限公司
2021 ~ Present
網站後端工程師
Within one month
換成文字 清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究,題目為自然語言處理,利用tensorflow搭建NLP語言模型 (1) 文本分類:利用RNN與CNN進行文本分類。 (2) Word to vector:文字向量轉化 (3) 文本摘要總結:利
Vue.js
Node.js / Express.js
k8s
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
清華大學 National Tsing Hua University
核子工程 nuclear engineering
Avatar of Yves Hsu.
Avatar of Yves Hsu.
系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.
2019 ~ Present
資深前端工程師
Within one month
. Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like). Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index. Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results. Optimized the search engine's performance, reducing the search time by 90% and improving the
Web Developer
SQL Server
Oracle Database
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中原大學
資訊管理學系
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 ~ 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 the user.
Avatar of the user.
Past
Senior Backend Engineer @iKala 愛卡拉互動媒體股份有限公司
2023 ~ 2024
Data engineer / Backend engineer / Software engineer
Within one month
Python
GCP
Algorithms
Unemployed
Open to opportunities
Full-time / Not interested in working remotely
6-10 years
國立成功大學
資訊工程

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Within three months
Master Student
NCKU, Computational Systems Biology Lab
2022 ~ Present
台灣台南
Professional Background
Current status
Studying
Job Search Progress
Professions
Software Engineer, Full Stack Development, Web Developer
Fields of Employment
Software, Artificial Intelligence / Machine Learning, Big Data
Work experience
Less than 1 year
Management
I've had experience in managing 5-10 people
Skills
Full Stack Web Development
Python
Data Analysis
C
Deep Learning
Languages
Chinese
Professional
English
Intermediate
Job search preferences
Positions
軟體工程師
Job types
Full-time
Locations
台灣台北, 台灣新北市, 台灣桃園, 台灣新竹市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立成功大學
Major
電機工程
Print

 

   Taiwan

          

Chi-Jung Chung (鍾其融)

Hello, I‘m Ryan Chung, an optimistic and humble person with a strong interest in exploring diverse knowledge areas. I have experience in organizing activities with leadership and communication skills. As a graduate student, I efficiently managed laboratory servers and contributed to various research projects. Currently, I am engaged in research and development of innovative data analysis tools and algorithms in collaboration with professors from NCKU and UChicago.

Phone:  +886 958551270           Email:  [email protected]

Eduction

M.S. and B.S. at National Cheng Kung University (NCKU)

Master’s degree ( 2021 - 2023 ) GPA 4

Electrical Engineering, Control Group

Bioinformatics, Big Data Analysis, Full Stack Web Development, Deep Learning

Bachelor’s degree ( 2015 - 2020 )

Electrical Engineering

SW/HW design, RF design, Embedded design, Web design


Work Experience

NCKU, EE, Computational Systems Biology Lab  

Server Administrator  ( 2022 - Present )

  • Manage and maintain Linux servers and websites in the laboratory, ensuring their smooth operation and effectively preventing multiple mining and malicious attacks. Skilled at problem-solving and enhancing network security.
  • Set up a NAS in the laboratory, actively organized and planned backup mechanisms for research achievements over the years. Proactive in anticipating job responsibilities and improving work objectives.
  • Educate new members in basic Linux operations and website development techniques, sharing knowledge and experience with people.

Project Experience

Full Stack Web Development

  • Developed multiple web projects, including a club management platform, a city guide platform and several data analysis tool websites. Collaborated with students from different departments.
  • Proficient in frontend and backend development using frameworks such as Docker, Node.js, Django, and React.
  • Experienced in working with various databases, including MongoDB, MySQL, and PostgreSQL.
  • Contributed to an industry-academia collaboration project during the master's program, assisting in planning the internal website infrastructure, implementing load balancing using Apache and Nginx, and configuring DNS and Mail servers.

Data Analysis and Deep Learning

  • Developed analysis modules with Python libraries for big-data analysis and visualization.
  • Participation in various deep learning projects, such as medical image recognition using OpenCV and some research on NLP techniques.
  • Experience using TensorFlow and PyTorch frameworks.

Embedded and Hardware Implementation

  • Developed a smart dumbbell using Arduino and a nine-axis sensor with the department of Industrial Design and presented a paper at CONMEDIA 2019.
  • Conducted research on buck converters and resonant circuits for wireless power transfer, simulating and implementing circuits and coils using tools like HSPICE and HFSS.
  • Experience in both software and hardware development and implementation.

Academic Achievements

Master's Thesis

  • A Database-Embedded sRNA-seq Analysis Platform with Bioinformatics Pipeline. (Written in 2023 now)

Collaborative Papers

  • Identification of functional small RNA targeting sites at single nucleotide resolution. (Under review in 2023)
  • Transcriptome-wide analysis of piRNA binding sites suggest distinct mechanisms regulate piRNA binding and silencing in C. elegans. (Published in RNA Journal, March 2023)
  • Enhancing Quality of Life based on Physical Activity for Indonesian Elderly: A Preliminary Study for Design Recommendation. (Published in IEEE International Conference on New Media Studies, 2019)

Extracurricular Activities

  • Actively participated in online seminars organized by companies such as Google, AWS, and Nvidia.
  • Served as a core member of Google Developer Student Clubs (GDSC), responsible for studying and promoting natural language processing (NLP) techniques.
  • Served as a core member of NCKU Mountaineering Club, responsible for reviewing team safety and participating in search and rescue missions. Hosted large-scale events involving dozens of participants. Additionally, served as a guest lecturer for Executive Master of Business Administration (EMBA) programs.

Skills


  • Full Stack Software Development
  • C / C++ / Python / Bash 
  • Linux / Git
  • Data Analysis
  • Deep Learning

Language


  • Chinese
  • English

Autobiography

    Hello, I am Ryan Chung from Tainan. I graduated from the National Cheng Kung University (NCKU) with a degree in Electrical Engineering. Currently, I am studying in the Control Group of the EE Department, with a main research focus on data science, big data, and biological gene analysis. I have also taken courses on related subjects, such as data structures and algorithms, machine learning and deep learning, web design, and information security.

Learning and Research Abilities

    During my undergraduate studies, I developed a passion for programming languages. In addition to basic languages such as C, C++, Java, and Python, I also studied courses on assembly language, data structure and algorithms, software engineering, and web design. I proactively explored different fields of technology and joined various laboratories to work on projects, learning about analog IC design and wireless transmission circuit design.

    During my master's studies, I started to immerse myself in the field of bioinformatics. I proactively learned about biology and related software applications and took courses on data mining and artificial intelligence. I was appointed as the laboratory server administrator and responsible for training new students, and actively learned about network security technology. Combining all of the above, I have a strong ability to self-learn and a proactive attitude towards seeking knowledge. I am capable of quickly grasping new knowledge in the rapidly evolving technology industry, while effectively planning progress and pushing forward multiple research projects and assigning tasks.

Team Collaboration Abilities

    During my undergraduate studies, I often served as the core leader in clubs and activities, leading large-scale events involving dozens of people. I have experience coordinating different levels of organization and integrating team opinions. During my master's studies, I participated in many projects and discussions with senior and junior classmates, my professor, and overseas collaborators. I can quickly integrate different opinions, engage in rational discussions, and propose feasible solutions and ideas.

    In addition, I have participated in industry-academic cooperation projects and can adapt to the intensive product development pace, plan progress, and complete tasks on time. Combining all of the above, I can maintain a positive and effective communication atmosphere, regardless of peer interactions or superior-subordinate relationships. Even with multiple roles to juggle, I can maintain smooth team operations.

Passion for Extracurricular Learning

    In addition to research, I actively seek to enhance my skills and knowledge. Apart from taking online courses at NTU and NCTU to learn the theory of algorithms and deep learning, I also enrolled in online courses or seminars on cloud services such as Amazon Web Services, Microsoft Azure, and Google Cloud Platform to improve my soft skills. Moreover, I participated in the Google Developer Student Club (GDSC) as a core member, where I studied and promoted natural language processing technologies, and joined the NCKU Blockchain Research Club to learn about the application of blockchain and encryption technologies. In summary, I possess the necessary drive to venture into various fields, make the most of my spare time to enhance my abilities, learn new things, and share my knowledge with others.

Research and Projects

    My current research focuses on developing a web-based tool that can handle, analyze, and compare gene sequencing data while incorporating existing literature analysis results. This tool aims to meet the needs of biologists by combining their requirements with existing data analysis tools. I am collaborating with the biology laboratory at the University of Chicago and using data mining and big data analysis to address the limitations of existing software and establish a database that biologists can use to compare experimental results. The research is currently in the final stage.

    I have two main projects from my undergraduate studies. The first project involves designing a resonant circuit for wireless power transmission, starting with fundamental mathematical formulas, and discussing the impact of coil distance and geometry on near-field energy transfer. In addition to using Matlab and simulation software for analysis, I also implemented the circuit and measured the results. This project tested my ability to integrate theory with practice. The second project involves developing a smart dumbbell using Arduino and a 9-axis sensor to assist elderly people in exercising to prevent muscle atrophy. I collaborated with the Industrial Design Department to produce the product. We published a paper on the topic at the IEEE CONMEDIA Conference 2019, and it represents the integration of mechanical and electrical engineering into daily life.

Goals and Aspirations

    As a graduating student, I aspire to enter the workforce immediately and embrace challenges and learning knowledge across various domains. I envision myself joining a reputable company where I can learn cross-field knowledge and continuously enhance my expertise in relevant technologies, and growing together with the company to become an expert. 

    Lastly, I possess a solid foundation in software skills and a background in electrical engineering. I have the confidence to venture into different domains, along with excellent learning abilities, adaptability, work focus, and experience in collaborative teamwork. I believe that with proper training, I will be able to excel in any job role and objective.


Resume
Profile

 

   Taiwan

          

Chi-Jung Chung (鍾其融)

Hello, I‘m Ryan Chung, an optimistic and humble person with a strong interest in exploring diverse knowledge areas. I have experience in organizing activities with leadership and communication skills. As a graduate student, I efficiently managed laboratory servers and contributed to various research projects. Currently, I am engaged in research and development of innovative data analysis tools and algorithms in collaboration with professors from NCKU and UChicago.

Phone:  +886 958551270           Email:  [email protected]

Eduction

M.S. and B.S. at National Cheng Kung University (NCKU)

Master’s degree ( 2021 - 2023 ) GPA 4

Electrical Engineering, Control Group

Bioinformatics, Big Data Analysis, Full Stack Web Development, Deep Learning

Bachelor’s degree ( 2015 - 2020 )

Electrical Engineering

SW/HW design, RF design, Embedded design, Web design


Work Experience

NCKU, EE, Computational Systems Biology Lab  

Server Administrator  ( 2022 - Present )

  • Manage and maintain Linux servers and websites in the laboratory, ensuring their smooth operation and effectively preventing multiple mining and malicious attacks. Skilled at problem-solving and enhancing network security.
  • Set up a NAS in the laboratory, actively organized and planned backup mechanisms for research achievements over the years. Proactive in anticipating job responsibilities and improving work objectives.
  • Educate new members in basic Linux operations and website development techniques, sharing knowledge and experience with people.

Project Experience

Full Stack Web Development

  • Developed multiple web projects, including a club management platform, a city guide platform and several data analysis tool websites. Collaborated with students from different departments.
  • Proficient in frontend and backend development using frameworks such as Docker, Node.js, Django, and React.
  • Experienced in working with various databases, including MongoDB, MySQL, and PostgreSQL.
  • Contributed to an industry-academia collaboration project during the master's program, assisting in planning the internal website infrastructure, implementing load balancing using Apache and Nginx, and configuring DNS and Mail servers.

Data Analysis and Deep Learning

  • Developed analysis modules with Python libraries for big-data analysis and visualization.
  • Participation in various deep learning projects, such as medical image recognition using OpenCV and some research on NLP techniques.
  • Experience using TensorFlow and PyTorch frameworks.

Embedded and Hardware Implementation

  • Developed a smart dumbbell using Arduino and a nine-axis sensor with the department of Industrial Design and presented a paper at CONMEDIA 2019.
  • Conducted research on buck converters and resonant circuits for wireless power transfer, simulating and implementing circuits and coils using tools like HSPICE and HFSS.
  • Experience in both software and hardware development and implementation.

Academic Achievements

Master's Thesis

  • A Database-Embedded sRNA-seq Analysis Platform with Bioinformatics Pipeline. (Written in 2023 now)

Collaborative Papers

  • Identification of functional small RNA targeting sites at single nucleotide resolution. (Under review in 2023)
  • Transcriptome-wide analysis of piRNA binding sites suggest distinct mechanisms regulate piRNA binding and silencing in C. elegans. (Published in RNA Journal, March 2023)
  • Enhancing Quality of Life based on Physical Activity for Indonesian Elderly: A Preliminary Study for Design Recommendation. (Published in IEEE International Conference on New Media Studies, 2019)

Extracurricular Activities

  • Actively participated in online seminars organized by companies such as Google, AWS, and Nvidia.
  • Served as a core member of Google Developer Student Clubs (GDSC), responsible for studying and promoting natural language processing (NLP) techniques.
  • Served as a core member of NCKU Mountaineering Club, responsible for reviewing team safety and participating in search and rescue missions. Hosted large-scale events involving dozens of participants. Additionally, served as a guest lecturer for Executive Master of Business Administration (EMBA) programs.

Skills


  • Full Stack Software Development
  • C / C++ / Python / Bash 
  • Linux / Git
  • Data Analysis
  • Deep Learning

Language


  • Chinese
  • English

Autobiography

    Hello, I am Ryan Chung from Tainan. I graduated from the National Cheng Kung University (NCKU) with a degree in Electrical Engineering. Currently, I am studying in the Control Group of the EE Department, with a main research focus on data science, big data, and biological gene analysis. I have also taken courses on related subjects, such as data structures and algorithms, machine learning and deep learning, web design, and information security.

Learning and Research Abilities

    During my undergraduate studies, I developed a passion for programming languages. In addition to basic languages such as C, C++, Java, and Python, I also studied courses on assembly language, data structure and algorithms, software engineering, and web design. I proactively explored different fields of technology and joined various laboratories to work on projects, learning about analog IC design and wireless transmission circuit design.

    During my master's studies, I started to immerse myself in the field of bioinformatics. I proactively learned about biology and related software applications and took courses on data mining and artificial intelligence. I was appointed as the laboratory server administrator and responsible for training new students, and actively learned about network security technology. Combining all of the above, I have a strong ability to self-learn and a proactive attitude towards seeking knowledge. I am capable of quickly grasping new knowledge in the rapidly evolving technology industry, while effectively planning progress and pushing forward multiple research projects and assigning tasks.

Team Collaboration Abilities

    During my undergraduate studies, I often served as the core leader in clubs and activities, leading large-scale events involving dozens of people. I have experience coordinating different levels of organization and integrating team opinions. During my master's studies, I participated in many projects and discussions with senior and junior classmates, my professor, and overseas collaborators. I can quickly integrate different opinions, engage in rational discussions, and propose feasible solutions and ideas.

    In addition, I have participated in industry-academic cooperation projects and can adapt to the intensive product development pace, plan progress, and complete tasks on time. Combining all of the above, I can maintain a positive and effective communication atmosphere, regardless of peer interactions or superior-subordinate relationships. Even with multiple roles to juggle, I can maintain smooth team operations.

Passion for Extracurricular Learning

    In addition to research, I actively seek to enhance my skills and knowledge. Apart from taking online courses at NTU and NCTU to learn the theory of algorithms and deep learning, I also enrolled in online courses or seminars on cloud services such as Amazon Web Services, Microsoft Azure, and Google Cloud Platform to improve my soft skills. Moreover, I participated in the Google Developer Student Club (GDSC) as a core member, where I studied and promoted natural language processing technologies, and joined the NCKU Blockchain Research Club to learn about the application of blockchain and encryption technologies. In summary, I possess the necessary drive to venture into various fields, make the most of my spare time to enhance my abilities, learn new things, and share my knowledge with others.

Research and Projects

    My current research focuses on developing a web-based tool that can handle, analyze, and compare gene sequencing data while incorporating existing literature analysis results. This tool aims to meet the needs of biologists by combining their requirements with existing data analysis tools. I am collaborating with the biology laboratory at the University of Chicago and using data mining and big data analysis to address the limitations of existing software and establish a database that biologists can use to compare experimental results. The research is currently in the final stage.

    I have two main projects from my undergraduate studies. The first project involves designing a resonant circuit for wireless power transmission, starting with fundamental mathematical formulas, and discussing the impact of coil distance and geometry on near-field energy transfer. In addition to using Matlab and simulation software for analysis, I also implemented the circuit and measured the results. This project tested my ability to integrate theory with practice. The second project involves developing a smart dumbbell using Arduino and a 9-axis sensor to assist elderly people in exercising to prevent muscle atrophy. I collaborated with the Industrial Design Department to produce the product. We published a paper on the topic at the IEEE CONMEDIA Conference 2019, and it represents the integration of mechanical and electrical engineering into daily life.

Goals and Aspirations

    As a graduating student, I aspire to enter the workforce immediately and embrace challenges and learning knowledge across various domains. I envision myself joining a reputable company where I can learn cross-field knowledge and continuously enhance my expertise in relevant technologies, and growing together with the company to become an expert. 

    Lastly, I possess a solid foundation in software skills and a background in electrical engineering. I have the confidence to venture into different domains, along with excellent learning abilities, adaptability, work focus, and experience in collaborative teamwork. I believe that with proper training, I will be able to excel in any job role and objective.