呂顥天 Ted Lu
Student at AS IBMS | Research Assistant at NTU CSIE | High School Freshman at T-School
I am Ted Lu, a 15-year-old student with high interest in computer science and biomedicine from New Taipei, Taiwan. I am looking for opportunities to explore more on medical informatics and computer vision.
With the high ability of self learning, I've practiced several skills and abilities among the field of computer informatics., and participated in several research projects. My recent studies focus on medical image analysis, imaging modalities including MRI, CT, EEG, X-ray, OCT, etc., and diseases such as brain tumor, multiple sclerosis, schizophrenia, Alzheimer's and more.
I have quite a few experiences in hardware development, including sensor engineering and wireless communication. My studies during 2018-2020 were focused on ESP8266/ESP32 communication frameworks, edge computing system optimization, etc. The experience enables me with the ability to use various programming languages and systems such as Python, C/C++, JavaScript, Linux and DBMS, etc.
During my spare time, I also participate in several open source communities such as g0v.tw, CourseAPI, Sch001, etc., where I bring the ability of issue analysis and project management into various open source projects.
Skills
Languages
Chinese
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Native or Bilingual
English
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Professional
Spanish
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Intermediate
Work experiences
Scientist Intern
Appier 沛星互動科技
Nov 2023 ~ Present
Taipei City, Taiwan
- Re-implementation of generative AI methods and imaging analysis algorithms.
- Conducted in-depth research to assess the feasibility of integrating re-implemented methods into marketing products.
- Collaborate with data scientist team to develop proof-of-concept demos, demonstrating the potential of the re-implemented methods as valuable additions to the company's marketing services.
Research Student
中央研究院
Jun 2023 ~ Present
Taipei, Taiwan
N123 Lab, Institute of Biomedical Sciences
- Proficiently conducted data science and in-depth analysis of magnetic resonance imaging (MRI) data, with a specific focus on brain connectome research.
- Development of cutting-edge analysis software, and cloud computing infrastructure deployment to optimize data storage and accessibility.
- Actively engaged in advanced studies encompassing neuroimaging, biomedical sciences, and neurosciences, consistently staying abreast of the latest research and breakthroughs in these fields.
Research Assistant
National Taiwan University
Sep 2022 ~ Present
Taipei City, Taiwan
Department of Computer Science & Information Engineering (Dr. Jie-Fan Chang Lab)
- Actively participated in research projects upon developing advanced algorithms for medical image analysis, specializing in neuroimaging scans.
- Conducted experiments to optimize machine learning and deep learning models, notably improving accuracy and efficiency through techniques such as hyperparameter tuning, model design, and data augmentation.
- Proficiently preprocessed and augmented medical imaging datasets to bolster model robustness, employing methods such as image normalization, noise reduction, and data augmentation to ensure high-quality input data.
Founder & Data Engineer
Taiwan Open Education Development Unit
Jun 2021 ~ Present
Taiwan
- Led a team to successfully develop and launch the CourseAPI platform, streamlining course information and accessibility.
- Developed efficient data scraper tools, automating data collection and analysis processes.
- Conducted regular maintenance to ensure the CourseAPI platform's optimal performance and data accuracy.
- Conducted in-depth analysis of issues related to open educational resources and open source education.
Educations
Taipei Digital Experimental High School (T-school)
High School Diploma・Biomedical Science
2023 - 2026
New Taipei Municipal Yonghe Junior High School
High School Diploma・Gifted and Talented Education Program in Science & Mathematics
2020 - 2023
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3.7/4 GPA