Josaphat Tirza Bakker 許國亮
Data Scientist
🎓 Background:
An Indonesian Overseas Chinese in Taiwan, I graduated from National Taiwan University with a Master's in Computer Science (GPA: 4.06/4.30) and hold a degree in Information Management from NTUST. My academic focus on deep learning for healthcare data analysis included working with advanced LLMs like BERT and GPT, driving my interest in data-driven solutions and machine learning optimization.
💼 Current Role and Aspirations:
In my role as a Data Engineer, I utilize Python, Torch, SQL, and deep learning frameworks to tackle data science challenges in server optimization and software validation. My experience with LLMs enhances our approach to natural language processing and machine learning. Fluent in English, Indonesian, and Chinese, I am passionate about leveraging data for healthcare advancements and thrive in diverse, multilingual environments.
國立台灣大學（National Taiwan University）
National Taiwan University 國立台灣大學
Taipei, Taiwan
专业背景
- 目前状态就学中
- 专业数据科学家
- 产业
- 工作年资2 到 4 年 (1 到 2 年相关工作经验)
- 管理经历我有管理 1～5 人的经验
- 技能
- 语言能力English・母语或双语Chinese・专业Indonesian・母语或双语
- 最高学历硕士
求职偏好
- 预期工作模式兼职・对远端工作有兴趣
- 希望获得的职位AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
- 期望的工作地点Taipei, Taiwan
- 接案服务兼职接案者
工作经验
AI Researcher (Deep Learning)
Working on academic research in the AI^2 Lab (AI Application and Integration Lab) in collaboration with NTU Hospital (Lab site: https://imp.iis.sinica.edu.tw )
Research focus:
- Applying deep learning for AI-assisted decision making in the emergency department (ED) of NTU Hospital
- Collecting various datasets for training models and explain its prediction results
- Conducting academic survey and paper research
Mobile Application Developer
Working on:
- Mobile application development using Flutter and Java packages
- Using Python for backend development and AI Natural Language Processing models for KYC processes
- Data collection and processing
Machine Learning Engineer
Working on:
-Machine learning and recommendation algorithm
-Back-end services providing fast, scalable data to millions of users
-Data collection and analysis
Data Scientist
Enrolled in a half-work, half-study program to gain first-hand, real world experience in solving commercial problems using data science and engineering.
Used Technologies:
- Python for data analysis
- Docker for deployment
- Flask for web development
Software Engineer Intern
- Managing website features at alvosenet.com using the language of C++, SQL, HTML, PHP that are related to internet and web security features
- Managing alvoshop.com features that are related to online shopping price comparison features
- Developing new features such as suspicious/insecure link blocking
English One-On-One Teacher
- Teaching english one-on-one to junior high school students via broadcast at NTUST
- Practicing culture exchange between foreign students and local high school students
- Developing teaching skills in how to teach english as a second language
Front Desk
As the front office part-time worker student at NTUST Office of Student Affairs for the whole school semester.
Chinese Language Teacher
Teaching Chinese language to the local primary school student.
学历
Master of Science (MS)
・
Master of Computer Science活动和社团
Specialization:
NLP, Computer Vision, Deep Learning, Data Science and Machine Learning
Current overall GPA: 4.06 out of 4.30 GPA
简介
Working on academic research in the AI^2 Lab (AI Application and Integration Lab) in collaboration with NTU Hospital (Lab site: https://imp.iis.sinica.edu.tw )
Research focus and contribution:
- Applying deep learning for AI-assisted decision at NTU Hospital with 20+ million data points
- Improving transformer-based NLP model
- Researching YOLOv4 for computer vision
- Utilizing Python and Linux systems
- Collecting various datasets for training models and explaining their predictive results
Bachelor’s Degree
・
Information Management, Optimization and Data Structure活动和社团
Achievements:
Graduating early in 3 years for a 4 years Bachelor program
4.14 GPA over the course of 6 semesters
Cum Laude (4 Semesters)
Overseas Chinese Students Scholarship of Excellence (2019)
Activities and Societies:
Vice President of International Overseas Student Association (2019-now)
English as a Second Language Teaching Program - Ministry of Education (2020)
Front Office Admin - NTUST Office of Student Affairs(2019)
Manager of Art Performer Support - Indonesian Culture Exhibition (2019)
简介
Programming Language Specialization:
Python, Java (Software and Android Studio), MySQL