Shi-Ning Caren Yang
AI Engineer/ Machine Learning/ RAG Systems/ Python /Software Engineer /Remote work available
Taipei City,TPE
Summary
- Experienced in building and operating an independent education studio, delivering measurable student outcomes, and translating complex concepts into practical understanding.
- Currently transitioning into AI-focused roles with hands-on project experience.
- AI Engineer with a strong background in physics, mathematics, and software engineering (C/C++, Python, MySQL, Linux)
- Hands-on experience building AI applications, including Retrieval-Augmented Generation (RAG) systems and LLM-based solutions.
- Previously worked as a software engineer in international teams and built backend systems and data workflows.
- Unique strength in translating complex technical concepts into practical applications, combining engineering, analytical thinking, and real-world problem solving.
- Currently seeking AI Engineer / Applied AI roles.
- Open to remote opportunities
Overview
2027
2027
years of professional experience
Work History
Owner/Instructor
Young Physics & Math
05.2020 - Current
Young Physics & Math (Private Education Studio)
Founder & Instructor
Taipei, Taiwan | 2020 – Present
• Founded and operated a STEM education studio near Tianmu Baseball Stadium
• Taught IB, AP, and Taiwan curriculum Physics and Mathematics
• Designed and delivered Python and C programming courses
• Helped students improve from low performance to top 3 ranking within one term
• Mentored students to achieve AP Calculus & Physics score of 5 (full scores)
• Supported admissions to top universities including National Taiwan University, Cornell University, Princeton University
• Delivered university-level subjects (Calculus, Electromagnetism, Engineering Math)
• Built long-term client relationships through strong results and referrals
PhD Graduate Assistant
National Taiwan University
09.2014 - 02.2019
National Taiwan University
PhD Coursework in Theoretical Physics (Completed Required Coursework)
2014 – 2019
• Completed rigorous graduate-level coursework in:
Electrodynamics, Quantum Mechanics, Classical Mechanics, Statistical Physics, Quantum Field Theory, General Relativity, Astrophysics
• Developed strong foundations in mathematical modeling, analytical problem-solving, and abstract reasoning
• Applied advanced mathematics to understand complex physical systems
System Developer
MediaOne Network Company
MediaOne Network Company
System Developer
Auckland, New Zealand | ~1 year
• Developed web-based systems for ad delivery and traffic analytics, supporting advertisers and publishers
• Built and maintained backend services using ASP.NET, VB.NET, and MSSQL
• Designed and integrated data workflows, including database schema and OLAP/cube-based analytics
• Worked in a multicultural engineering team in an international environment
• Proposed and implemented an internal automation API to replace manual video preprocessing workflows, significantly improving efficiency and reducing repetitive human operations
• Received strong recognition from CTO for initiative and engineering impact (reference available upon request)
Software Engineer
Compal Electronics, Inc.
Compal Electronics, Inc.
Software Engineer
Taipei, Taiwan | 3 months
• Developed software for mobile device MMI (Man-Machine Interface) and signaling between firmware and network layers
• Implemented features using C/C++ in an embedded systems environment
• Worked with telecom protocols including GSM and PLMN
• Collaborated within a large-scale engineering team on system integration and communication workflows
• References available from previous engineering managers
Education
No Degree - Theoretical Physics PhD Program
National Taiwan University
Taipei City, Taiwan 04.2001 -
Master of Science - Electrical Engineering
National Taiwan University
Taipei City, Taiwan 04.2001 -
Bachelor of Science - Mechanical Engineering
National Chung Hsing University
Taichung City, Taiwan 04.2001 -
Skills
API integration
Web application development
Problem-solving
Software development
Python, C/C, Matlab, MySQL, Linux,
Machine Learning
Artificial Intelligence(AI)
Retrieval-Augmented Generation(RAG)
Data Science
Numerical Methods
Git/GitHub
Software simulation design
Timeline
Owner/Instructor
Young Physics & Math
05.2020 - Current
PhD Graduate Assistant
National Taiwan University
09.2014 - 02.2019
No Degree - Theoretical Physics PhD Program
National Taiwan University
04.2001 -
Master of Science - Electrical Engineering
National Taiwan University
04.2001 -
Bachelor of Science - Mechanical Engineering
National Chung Hsing University
04.2001 -
System Developer
MediaOne Network Company
Software Engineer
Compal Electronics, Inc.