Isaac Mak

Isaac Mak Email and Phone Number

Data Scientist | Python | LLM | Machine Learning | Deep Learning | NLP | Computer Vision | SQL | Tableau
Isaac Mak's Location
Hong Kong SAR, Hong Kong
About Isaac Mak

I am a data scientist with ๐Ÿ‘ ๐˜†๐—ฒ๐—ฎ๐—ฟ๐˜€ ๐—ผ๐—ณ ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ถ๐—ป ๐ญ๐ก๐ž ๐Ÿ๐ข๐ž๐ฅ๐ ๐จ๐Ÿ ๐๐š๐ญ๐š ๐ฌ๐œ๐ข๐ž๐ง๐œ๐ž and good at solving real-life problems in a data-driven approach. I am proficient in ๐๐ฒ๐ญ๐ก๐จ๐ง, ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ , ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ , ๐๐‹๐, ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ž๐ซ ๐•๐ข๐ฌ๐ข๐จ๐ง, ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ, ๐’๐๐‹, ๐Œ๐ฒ๐’๐๐‹, ๐Œ๐’ ๐’๐๐‹ ๐’๐ž๐ซ๐ฏ๐ž๐ซ, ๐Œ๐จ๐ง๐ ๐จ๐ƒ๐, ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ, ๐“๐š๐›๐ฅ๐ž๐š๐ฎ ๐š๐ง๐ ๐€๐ ๐ข๐ฅ๐ž ๐ž๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž ๐ฆ๐ž๐ญ๐ก๐จ๐๐จ๐ฅ๐จ๐ ๐ฒ.I am doing ๐—ฎ ๐—ฝ๐—ผ๐˜€๐˜๐—ด๐—ฟ๐—ฎ๐—ฑ๐˜‚๐—ฎ๐˜๐—ฒ ๐—ฝ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ ๐—ถ๐—ป ๐—”๐—ฝ๐—ฝ๐—น๐—ถ๐—ฒ๐—ฑ ๐—”๐—œ ๐—ฆ๐—ผ๐—น๐˜‚๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜ ๐—ฎ๐˜ ๐—š๐—ฒ๐—ผ๐—ฟ๐—ด๐—ฒ ๐—•๐—ฟ๐—ผ๐˜„๐—ป ๐—–๐—ผ๐—น๐—น๐—ฒ๐—ด๐—ฒ in Toronto and built several projects involving NLP, computer vision, data visualization, regression, and classification.๐†๐ข๐ญ๐ก๐ฎ๐›: https://github.com/ccmak514Moreover, I am adept at working in an interdisciplinary team, supporting and communicating with colleagues, and protecting the privacy of data.

Isaac Mak's Current Company Details

Data Scientist | Python | LLM | Machine Learning | Deep Learning | NLP | Computer Vision | SQL | Tableau
Isaac Mak Work Experience Details
  • The Hong Kong University Of Science And Technology
    Research Assistant
    The Hong Kong University Of Science And Technology Dec 2023 - Aug 2024
    - Develop a text-based game master AI prototypes for tabletop roleplaying games (TTRPGs) to model human-AI interactions using LLMs (GPT-3.5, GPT-4, GPT-4o), Python, and Semantic Kernel.- Implement game master functionalities using Python, Semantic Kernel, and prompt engineering techniques, including Chain-Of-Thought Prompting, Few-Shot Prompting, and Zero-Shot Prompting.- Improve the evaluation framework for testing using the Chain-Of-Thought Prompting.- Develop seven sets of tests to validate game master functionalities, including transition, combat, interaction with NPCs, examination, and defeating enemies, across various scenarios.
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  • Gliese.Ai
    Data Scientist
    Gliese.Ai Jun 2023 - Aug 2023
    Ontario, Canada
    - Collaborate with 9 colleagues to develop a proof of concept of AI dental application fordentists using Agile management.- Fine-tune a teeth segmentation and object detection model using PyTorch, achieving an impressive 85% accuracy rate.- Create databases using SQL server and MongoDB to store structured and unstructureddata of patient and dental diagnosis.- Build a vector database and a data pipeline to extract treatment information from a 94-page guidebook using LangChain.- Extract dental data from a verbal report using Python and the LLM (ChatGPT) in 20-30s.- Dockerize and deploy the AI application using AWS EC2.
  • ่‡ช็”ฑ่ทๆฅญ
    Math Tutor
    ่‡ช็”ฑ่ทๆฅญ Jan 2022 - Jul 2022
    Hong Kong Sar
  • The Hong Kong University Of Science And Technology
    Instructional Assistant (Machine Learning & Business Statistics)
    The Hong Kong University Of Science And Technology Jan 2020 - Jul 2021
    Hong Kong Sar
    - Work in the Department of Information Systems, Business Statistics and OperationsManagement.- Conduct labs for a class size of 60+ students to demonstrate the application of buildingML and statistical models for business cases using Python and Jupyter Notebook.- Design and assist 6 UG courses on Python application, statistics and machine learning (regression,classification, unsupervised learning etc.) in business cases.- Provide online after-school tutoring to SEN (Special Education Needs) students.
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  • The Hong Kong University Of Science And Technology
    Researcher, Undergraduate Research Opportunities Program (Urop)
    The Hong Kong University Of Science And Technology Jun 2019 - Dec 2019
    Hong Kong Sar
    - Supervisor: Prof. LEUNG, Shing Yu- Literature review of the modeling using PDEs and numerical methods on surfaces.- Investigate the possibility of solving the anisotropic eikonal equation on surfaces.- Propose an algorithm to solve the linearized eikonal equation numerically.
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  • China Petroleum & Chemical Corporation (Sinopec)
    Summer Intern (Data Analyst)
    China Petroleum & Chemical Corporation (Sinopec) Jun 2017 - Jul 2017
    Shanghai, China
    - Analyzed purchasing trends from the last 6 months of data using Python,resulting in a 15% increase in finding potential customers.- Create a dashboard to visualize profits, losses and revenue over the last 3 years usingTableau and Excel, leading to a 20% improvement in reducing unnecessary cost.- Present the data analysis of the purchasing data to the Procurement Manager in Mandarin.
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Isaac Mak Education Details

Frequently Asked Questions about Isaac Mak

What is Isaac Mak's role at the current company?

Isaac Mak's current role is Data Scientist | Python | LLM | Machine Learning | Deep Learning | NLP | Computer Vision | SQL | Tableau.

What schools did Isaac Mak attend?

Isaac Mak attended The Hong Kong University Of Science And Technology, George Brown College.

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