Firmware Development: Strong proficiency in C for embedded system programming and firmware optimization Hands-on experience with low-level hardware-software interactions and debugging tools
Yi-Xin Tai
Multi-Angle Image Classification And Generation
Taipei
Summary
Highly motivated and results-oriented individual with a strong desire for professional growth and a commitment to continuous learning within the evolving field of computer technology. Eager to contribute to a dynamic team and leverage my skills to enhance operational efficiency and achieve organizational goals. Possessing a proactive and adaptable work ethic, I am dedicated to exceeding expectations and contributing to a successful and innovative future."
Overview
5
5
years of professional experience
2025
2025
years of post-secondary education
Work History
Intern
EVERLIGHT
09.2024 - Current
- Analyzed problems and worked with teams to develop solutions.
Table Tennis Coach
NTUT or Sports Center
09.2019 - Current
1. Skill Development:
- Technical Instruction.
- Stroke Refinement.
- Physical Conditioning.
2. Tactical Development:
- Game Strategy.
- Match Analysis.
- Mental Toughnes.
3. Player Development:
- Individualized Plans.
- Motivation and Support.
- Long-Term Goals:.
4. Team Development:
- Team Dynamics.
- Team Strategies.
- Leadership Development.
5. Communication and Organization:
- Effective Communication.
- Organization.
In essence, a Table Tennis Coach is a mentor, teacher, and motivator who guides players on their journey of improvement, helping them develop not only their table tennis skills but also their character and athletic potential.
Teacher's Assistant
09.2021 - 08.2024
- Supported classroom activities, tutoring, and reviewing work.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Supported classroom maintenance and upkeep, organizing books, and materials.
- Partnered with teacher to plan and implement lessons following school's curriculum, goals, and objectives.
Education
Master of Electrical Engineering -
Institute of Electrical Engineering, National Taipei University of Technology
Bachelor of Science - Electronic Engineering
National Taipei University of Technology
Skills
C
Awards
Outstanding Award, University Project Competition, for 'Temperature-Compensated Voltage-Controlled Oscillator.'
Skillsandexpertise
Strong proficiency in C++ for embedded system programming and firmware optimization., Hands-on experience with low-level hardware-software interactions and debugging tools., Python: Advanced skills for automation, debugging, and hardware performance analysis., PHP and JavaScript: Basic experience for developing lightweight web-based tools., Familiar with ARM Cortex-M microcontrollers and FPGA development workflows., Experience with real-time operating systems (RTOS) for latency-critical applications., Designed and optimized models using TensorFlow and PyTorch for object detection and classification tasks., Expertise in using GANs (e.g., StyleGAN3) for multi-angle image synthesis., Developed and optimized temperature-compensated voltage-controlled oscillators., Experience with hardware debugging and analyzing power-performance trade-offs., Proficient with Git for version control and collaborative development., Familiar with JIRA and agile development workflows.
Accomplishments
- Implemented a pipeline using GANs to synthesize and classify sea turtle images from different angles.
- Achieved a 15% improvement in classification accuracy through advanced hyperparameter tuning.
Multi-Angle Image Classification and Generation:
Software
Programming and Scripting: Python: Advanced skills for automation, debugging, and hardware performance analysis PHP and JavaScript: Basic experience for developing lightweight web-based tools
Embedded Systems: Familiar with ARM Cortex-M microcontrollers and FPGA development workflows Experience with real-time operating systems (RTOS) for latency-critical applications
Deep Learning and Computer Vision: Designed and optimized models using TensorFlow and PyTorch for object detection and classification tasks Expertise in using GANs (eg, StyleGAN3) for multi-angle image synthesis
Hardware Design and Troubleshooting: Developed and optimized temperature-compensated voltage-controlled oscillators Experience with hardware debugging and analyzing power-performance trade-offs
Collaboration Tools: Proficient with Git for version control and collaborative development Familiar with JIRA and agile development workflows
Timeline
Intern
EVERLIGHT
09.2024 - Current
Teacher's Assistant
09.2021 - 08.2024
Table Tennis Coach
NTUT or Sports Center
09.2019 - Current
Bachelor of Science - Electronic Engineering
National Taipei University of Technology
Master of Electrical Engineering -
Institute of Electrical Engineering, National Taipei University of Technology
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