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🎓 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.

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

National Taiwan University 國立台灣大學

Programming Language Specialization:
Python, Java (Software and Android Studio), MySQL

National Taiwan University of Science and Technology 國立台灣科技大學

Data Scientist

Josaphat Tirza Bakker 許國亮

國立台灣大學（National Taiwan University）

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

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

同合順企業有限公司

Mobile Application Developer

Working on:
-Machine learning and recommendation algorithm
-Back-end services providing fast, scalable data to millions of users
-Data collection and analysis

DOWN Dating & Social Apps

Machine Learning Engineer

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

Supertype

- 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


Alvosenet

Software Engineer Intern

- 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

Ministry of Education, ROC (Taiwan)

English One-On-One Teacher

As the front office part-time worker student at NTUST Office of Student Affairs for the whole school semester.

Josaphat Tirza Bakker 許國亮’s posts