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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.
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國立台灣大學(National Taiwan University)
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National Taiwan University 國立台灣大學
Taipei, Taiwan

Professional Background

  • Situación actual
    Estudiando
  • Profession
    Data Scientist
  • Fields
  • Experiencia laboral
    2-4 años (1-2 años relevante)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Python
    Data Analysis
    Machine Learning
    SQL
    Java
    Web Development
    Flask
    Database Management
    Chinese
    Indonesian
    Docker
    Github
    Deep Learning
    Tensorflow (Keras)
    IELTS7.5
    Report Writing
    Data Science
    JavaScript
    React.js
    Flutter
    Deep Learning with PyTorch
  • Languages
    English
    Nativo o bilingüe
    Chinese
    Profesional
    Indonesian
    Nativo o bilingüe
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    A tiempo parcial
    Interesado en trabajar a distancia
  • Desired positions
    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
  • Lugares de trabajo deseados
    Taipei, Taiwan
  • Freelance
    Trabajador autónomo a tiempo parcial

Work Experience

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AI Researcher (Deep Learning)

sep 2021 - Presente
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
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Mobile Application Developer

ago 2021 - ago 2023
2 yrs 1 mo
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

jun 2021 - sep 2021
4 mos
Working on: -Machine learning and recommendation algorithm -Back-end services providing fast, scalable data to millions of users -Data collection and analysis

Data Scientist

sep 2020 - mar 2021
7 mos
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

jul 2020 - sep 2020
3 mos
- 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

mar 2020 - jul 2020
5 mos
- 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

jul 2019 - ene 2020
7 mos
As the front office part-time worker student at NTUST Office of Student Affairs for the whole school semester.

Chinese Language Teacher

abr 2018 - jun 2018
3 mos
Teaching Chinese language to the local primary school student.

Education

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Master of Science (MS)
Master of Computer Science
2021 - 2023
4.06/4.3 GPA
Actividades y sociedades
Specialization: NLP, Computer Vision, Deep Learning, Data Science and Machine Learning Current overall GPA: 4.06 out of 4.30 GPA
Descripción
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
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Bachelor’s Degree
Information Management, Optimization and Data Structure
2018 - 2021
4.14/4.3 GPA
Actividades y sociedades
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)
Descripción
Programming Language Specialization: Python, Java (Software and Android Studio), MySQL