Education

Experience

Sengital Limited - AI research & Development intern

July 2023 - PRESENT

Sengital Limited is a Hong Kong based Technology company providing innovative business solutions. The team I was in is AI & IT team, which focusing on machine learning model building and optimal solutions for client.

  • Formulated a comprehensive machine learning strategy for a project.
  • Conducted an in-depth analysis of client performance data, identifying crucial features for revenue prediction.
  • Conducted rigorous testing and evaluation of candidate object detection models, including YOLOv8, PatchCore, and ResNet

HKUST Undergraduate Research Program (UROP) - Research Assistant

June 2021 - August 2021

  • Conducted comprehensive literature reviews to gather insights into sustainable consumption trends and challenges.
  • Supported data collection and analysis for the experiment.
  • Collaborated with the research team to assist in the recruitment of subjects for laboratory studies.

USThing Mobile App maintainence team - UX/UI designer

September 2021 - June 2022

USThing is an all-in-one app solution that offers comprehensive IT services at HKUST. As a member of the development team, our mission is to maintain, innovate, and surpass existing solutions while addressing the specific needs of students to enhance their overall experiences.
  • Conducted user research and surveys to gain insights into potential needs and identify flaws in the app.
  • Redesigned the framework and user interface for the new version, focusing on improving usability and user experience.
  • Facilitated discussions and brainstorming sessions to generate innovative ideas for new student-focused functions.

Skills

Note: I think these sections are silly, but everyone seems to have one. Here is a *mostly* honest overview of my skills.

Python
5 / 5
Numpy
5 / 5
Pandas
5 / 5
Tensorflow + Keras
4 / 5
C++
4 / 5
PostgreSQL/SQLite3/SQL/Redshift
4 / 5
Jupyter
4 / 5
Scikit-Learn
4 / 5
Git/Github/Gitea
3 / 5
FastAPI
3 / 5
Flask
3 / 5
Data Mining
3 / 5
PyTorch
3 / 5
HTML + SASS/SCSS/CSS
3 / 5
React
3 / 5
Typescript
3 / 5
MongoDB
3 / 5
Data Visualization
3 / 5
Matplotlib
3 / 5
Microsoft Azure Machine Learning Platform
2 / 5
Bash
2 / 5
MATLAB
2 / 5
AWS
1 / 5
Node.JS
1 / 5
Docker
1 / 5