Yen-Ting Lee Email & Phone Number

San Diego, Ca, Us

Taipei City, Taiwan

Participated in the design, optimization, and implementation of a sustainable Neural Architecture Search (NAS) framework for developing carbon-efficient CNN models, optimized for STM32 microcontrollers. Reduced carbon footprint on CNN models by designing the NAS search algorithm and optimizing model flash, CPU, and energy usage. Designed and optimized energy and latency cost models for diverse microcontroller architectures. Conducted research on compression techniques for Transformer architecture on microcontrollers.

Taoyuan City, Taiwan

Utilize Large Language Models (GPT, BERT) for the diagnosis of autism spectrum disorder, exploring prompt engineering methods for data analysis and disease prediction. Attained 88% accuracy in disease prediction for over 7700 patients by researching prompting engineering techniques including zero-shot, few-shot, chain-of-thought, and expert prompting on LLMs.

Taoyuan City, Taiwan

Develop a real-time viewer counting system on both Linux and Raspberry Pi platforms for 25MPH or higher advertising vehicles. Realized 80% accuracy in detecting high-speed imagery by developing a facial recognition and tracking system featuring real-time data processing and API integration.

Taoyuan City, Taiwan

Designed and reviewed programming assignments for a 70-student Introduction to Computer Science course. Tutored students in C/C++ programming skills and relevant knowledge including Object-Oriented Programming.

Bachelor'S Degree, Computer Scinece

Master Of Science - Ms, Computer Science And Engineering