The world rolls on, the time presses.
Ten thousand years are too long, seize the day!
天地转,光阴迫。一万年太久,只争朝夕。

Where there is vibration,
there is feature

Never say never, because limits,
like fears, are often just an illusion.

He whose (desires) are few gets them;
He whose (desires) are many goes astray.
少则得,多则惑。

The partial becomes complete; the crooked, straight;
the empty, full; the worn out, new.
曲则全,枉则直,洼则盈,弊则新。

Jinhui (Gavin) Huang

Jinhui (Gavin) Huang

Research Associate, AI & Data Science

About Me

Engaged in industrial AI usage and data science, around 3-year experience in industrial / engineering data analysis and AI models applications, during which several research projects completed successfully, some of them being published in related engineering fields, or awarded prizes in competitions.

Skills

Python
Machine Learning
Industrial AI and Data Analysis
Domain Specific LLMs
Langchain / Dify
Industrial Engineering Research

Career Experience

Research Associate - AI & Data Science, Hong Kong Industrial Artificial Intelligence & Robotics Centre (FLAIR)

2024/8 - Present

Real-time streaming and systematic industrial data engineering which better orchestrates with software backend (like using MQTT and Kafka), including data acquisition, data preprocessing, analysis via machine learning algorithm design and research, development of domain specific LLM chatbot, and LLM chatbot connected with provided SQL database.

Research Assistant - AI & Data Science, Hong Kong Industrial Artificial Intelligence & Robotics Centre (FLAIR)

2022/7 - 2024/7

Worked on data preprocessing and data formatting of industrial data, preliminary machine learning analysis, AI algorithm design, and reearch on remaining useful life (RUL) prediction / prognostic health management (PHM).

Research Assistant, City University of Hong Kong (CityU)

2021/2 - 2022/4

Assisted in no-destructive defect detection testing of engineering equipment, worked on experimental data preprocessing, preliminary analysis via machine learning, which contributed on the AI algorithm research of PHM.

Projects Involved and Experience

Disclaimer: All content, images, and other materials shown on this website are used for informational purposes only. The projects and work mentioned are my personal contributions and do not represent any proprietary information of my previous employers. If you believe any content on this site infringes your copyright, please contact me at jinhhuang2-c@my.cityu.edu.hk.com
and I will promptly address the issue as soon as possible.

Contact Me