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Software engineer
Software Engineer @CakeResume2022 ~ Present
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and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive language in text-based games. This involved a collaborative effort with an Israeli research team from a university in
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National Taiwan University
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Positions
Software Engineer
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
政治大學
Major
Computer science, Physics
Kuan-Wen Chen
4 months of work experience in software projects. Good understanding of C++, Python, Ruby, node.js with four years of coding experience. Familiar with version control, automated testing, web technologies and machine learning tools & concepts.
Software Engineer Intern • NCCU Computer Science • [email protected]
Experience
Maicoin Ltd.，Backend Enigneer Intern，2018/06 - 2018/10
- Developed and maintained content management system for customer service to manage user data, with Ruby on Rails
- Integrated the website backend system with Slack to send analytic information to Slack channels
- Collaborated with customer service to automate user data analysis with third party API. Compared to manual operation, reduced workload by 15-20%.
- Assisted frontend engineers to change and develop website frontend.
Keywords：Ruby、Ruby On Rails、Git、automated testing、database、backend development
HP Inc. 2019/07 - 2020/06
- Manage 3 proof-of-concept projects enabled in 2021 and 2022 product lines
- Research and report Windows modern standby and Chrome OS security- and power-related features
Keywords：Automation, project management
Skills
Technical Skills
- Programming languages： C++, C#, node.js, Python, Ruby, Haskell
- Front-end languages：Html, CSS, javascript.
- database system：MySQL, MongoDB
- Software framework：Express.js, Ruby On Rails
- Version control： Git
- Machine learning and data analysis： Graphlab
Soft Skills
- Fluency in English：TOEFL 98
- Teamwork：Participated in basketball team for 7 years
- Leadership：Basketball team lead for 2 years
- Self-learning：Finished 6 online courses.
Related Courses
Computer Science
Learned in School：C Programming、C++ Object-oriented Programming、Algorithms、Data Structures、Computer Networking、Operating System、SICP@UC Berkeley
Self Learned in Coursera： Machine Learning Foundations
Math
Learned in School：Calculus、Linear Algebra、Probability、Discrete Math、Logic
Self Learned with Textbooks： Statistics (reference books)
Portofolio
Early Warning System for Predicting Taiwan Financial Crisis
Automatically collect and transform economic data with ETL module to clean data for machine learning modeling.
Keywords：RNN, LSTM, Multilayer perceptron, Keras, data pipeline, web API, ETL
Kuan-Wen Chen
4 months of work experience in software projects. Good understanding of C++, Python, Ruby, node.js with four years of coding experience. Familiar with version control, automated testing, web technologies and machine learning tools & concepts.
Software Engineer Intern • NCCU Computer Science • [email protected]
Experience
Maicoin Ltd.，Backend Enigneer Intern，2018/06 - 2018/10
- Developed and maintained content management system for customer service to manage user data, with Ruby on Rails
- Integrated the website backend system with Slack to send analytic information to Slack channels
- Collaborated with customer service to automate user data analysis with third party API. Compared to manual operation, reduced workload by 15-20%.
- Assisted frontend engineers to change and develop website frontend.
Keywords：Ruby、Ruby On Rails、Git、automated testing、database、backend development
HP Inc. 2019/07 - 2020/06
- Manage 3 proof-of-concept projects enabled in 2021 and 2022 product lines
- Research and report Windows modern standby and Chrome OS security- and power-related features
Keywords：Automation, project management
Skills
Technical Skills
- Programming languages： C++, C#, node.js, Python, Ruby, Haskell
- Front-end languages：Html, CSS, javascript.
- database system：MySQL, MongoDB
- Software framework：Express.js, Ruby On Rails
- Version control： Git
- Machine learning and data analysis： Graphlab
Soft Skills
- Fluency in English：TOEFL 98
- Teamwork：Participated in basketball team for 7 years
- Leadership：Basketball team lead for 2 years
- Self-learning：Finished 6 online courses.
Related Courses
Computer Science
Learned in School：C Programming、C++ Object-oriented Programming、Algorithms、Data Structures、Computer Networking、Operating System、SICP@UC Berkeley
Self Learned in Coursera： Machine Learning Foundations
Math
Learned in School：Calculus、Linear Algebra、Probability、Discrete Math、Logic
Self Learned with Textbooks： Statistics (reference books)