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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei, Taiwan
資深程式設計師 @緯創軟體股份有限公司2022 ~ Present
・
程式設計師
Within one month
Developed tools for team to improve efficiency of development routine. Side Project Frontend Development • Ｍinistry of Health and Welfare Added charts in cell therapy website of MOHW using jQuery. JunAugFrontend Development • Cambrian Soft Ltd. Developed CMS system for Someday Group using Vue 3. JanFebEducationUniversity of Taipei Computer Science Social Network Application Competition with NCCU, 2015, First place Outeaters - share your favorite meal: Built the project with team using Django framework. Graduate Presentation, 2016, Fifth place uOrder - Campus restaurant ordering system: Developed website by using Django framework and mobile app using Ionic (hybrid app framework).
Full-time / Interested in working remotely
6-10 years
台北市立大學
・
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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.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Software Engineer, Firmware Engineering, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Software
Work experience
Less than 1 year
Management
None
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
Firmware Engineer, Software Engineer, AI Engineer
Job types
Full-time
Locations
台灣台北, 台灣新北市, 台灣桃園
Remote
Interested in working remotely
Freelance
Educations
School
國立台灣大學
Major
生物機電所
Education
National Central University, Electrical Engineering(2015.09 ~ 2019.07)
National Taiwan University, Biomechatronics Engineering (2020.09 ~ 2022.09)
Skill
Programming
- Python
- C
- C ++
- Verilog
Machine learning
- Pytorch
- Tensorflow
- Keras
Backend and Database
- Django
- MySQL
Others
- Git
- Linux
Correlated curriculum
Machine Learning, Deep Learning for Computer Vision, Data Structure and Algorithm, Operation System
Computer Organization, Digital Systems Design, Digital Signal processor
Digital Image Processing, Bioinformatics Algorithms, Biomedical Data Mining,
Work experience
Algorithm Engineer • Gomore
Feb 2023 - Jul 2023
- Analyzing physiological signals(PPG) and implement physiological algorithms.
- Using C language to implement to wearable devices.
- Validation the modules in the group.
Database and Backend Engineer PT • MISSMI INTELLIGENCE
Sep 2021 - Jan 2022
- Bioinformatics data integration and presentation
- Backend API developm to APP
Teaching Assistant • National Taiwan University
Feb 2021 - Jul 2021
- Electronics and Laboratory
- Integrate course information
- Design electronic experiments, using oscilloscopes, power supplies, signal generators and Pspice to simulate various circuits
- Homework problem solving, following class to solve classmates' problems
July 2021 - Sep 2021
- Bioinformatics algorithm
- Designed assignments related to bioinformatics information.
- Integrate course information
- Assist in classroom report submission content evaluation
:Thesis title：Using deep learning to predict T-cell receptors binding specificity
- Using the Transfer learning and ProBert protein language model to predict pMHI-I binding of T-cell receptor.
- Compared to existing paper, we have higher accuracy and faster inference.
Project Experience
Python, Pytorch
Skull fracture detection ( Faster R-CNN ):
- This project works with Inventec in Deep Learning for Computer Vision
- Train a neural network to detect whether the patient has skull fractures and where they are by utilizing data annotated by physicians.
- We used Faster R-CNN to implement object detection to predict where they are by utilizing data annotated by physicians.
Python, Django
Costco notice of goods
- Design a crawler to notify the customer when the item in stock.
- Using Django to build a Linebot
Web backend API Design
Verilog
- Single Cycle implementation
Other Projects
C++
- Greedy snake design
Verilog
- Gobang in FPGA
- Single Cycle implementation
Python
- Data structure algorithm implementation
- Image processing implementation
Pytorch
- Image Classification ( CNN, Semi-Supervised learning, Self-Supervised learning, VIT, ACGAN )
- Sequence to Sequence( Transformer, BERT )
- Semantic segmentation ( FCN, U-net)
- Face and Digit Generation ( SC-GAN)
- Lunar Lander Game ( Reinforcement Learning )
- Skull fracture detection ( Faster R-CNN )
Django
- Web backend API Design
- Costco notice of goods
Linux
- Simple shell script design and server administration
Education
National Central University, Electrical Engineering(2015.09 ~ 2019.07)
National Taiwan University, Biomechatronics Engineering (2020.09 ~ 2022.09)
Skill
Programming
- Python
- C
- C ++
- Verilog
Machine learning
- Pytorch
- Tensorflow
- Keras
Backend and Database
- Django
- MySQL
Others
- Git
- Linux
Correlated curriculum
Machine Learning, Deep Learning for Computer Vision, Data Structure and Algorithm, Operation System
Computer Organization, Digital Systems Design, Digital Signal processor
Digital Image Processing, Bioinformatics Algorithms, Biomedical Data Mining,
Work experience
Algorithm Engineer • Gomore
Feb 2023 - Jul 2023
- Analyzing physiological signals(PPG) and implement physiological algorithms.
- Using C language to implement to wearable devices.
- Validation the modules in the group.
Database and Backend Engineer PT • MISSMI INTELLIGENCE
Sep 2021 - Jan 2022
- Bioinformatics data integration and presentation
- Backend API developm to APP
Teaching Assistant • National Taiwan University
Feb 2021 - Jul 2021
- Electronics and Laboratory
- Integrate course information
- Design electronic experiments, using oscilloscopes, power supplies, signal generators and Pspice to simulate various circuits
- Homework problem solving, following class to solve classmates' problems
July 2021 - Sep 2021
- Bioinformatics algorithm
- Designed assignments related to bioinformatics information.
- Integrate course information
- Assist in classroom report submission content evaluation
:Thesis title：Using deep learning to predict T-cell receptors binding specificity
- Using the Transfer learning and ProBert protein language model to predict pMHI-I binding of T-cell receptor.
- Compared to existing paper, we have higher accuracy and faster inference.
Project Experience
Python, Pytorch
Skull fracture detection ( Faster R-CNN ):
- This project works with Inventec in Deep Learning for Computer Vision
- Train a neural network to detect whether the patient has skull fractures and where they are by utilizing data annotated by physicians.
- We used Faster R-CNN to implement object detection to predict where they are by utilizing data annotated by physicians.
Python, Django
Costco notice of goods
- Design a crawler to notify the customer when the item in stock.
- Using Django to build a Linebot
Web backend API Design
Verilog
- Single Cycle implementation
Other Projects
C++
- Greedy snake design
Verilog
- Gobang in FPGA
- Single Cycle implementation
Python
- Data structure algorithm implementation
- Image processing implementation
Pytorch
- Image Classification ( CNN, Semi-Supervised learning, Self-Supervised learning, VIT, ACGAN )
- Sequence to Sequence( Transformer, BERT )
- Semantic segmentation ( FCN, U-net)
- Face and Digit Generation ( SC-GAN)
- Lunar Lander Game ( Reinforcement Learning )
- Skull fracture detection ( Faster R-CNN )
Django
- Web backend API Design
- Costco notice of goods
Linux
- Simple shell script design and server administration