Experience

Machine Learning Engineer Intern
Xiaomi May 2024 – August 2024
- Built a Multimodal model from scratch for automotive component predictions (Regression Tasks).
- Deployed an SQL database on Kubernetes for team access, designing an automatic data process pipeline for over 20000 images & tabulars.
- Utilized the CLIP model, RGB histogram, and a self-trained denoising Auto-Encoder for image feature extraction.
- Employed semi-supervised learning, reducing MAE by over 50%.
Data Engineer Intern
China Telecom Global Limited December 2022 – February 2023
- Created Python scripts for automated analysis, improving generation speed of reports by 25%.
- Visualized data using Neo4j to improve data insights.
Research Assistant
ROMI Lab, HKPolyU September 2022 – May 2023
- Developed a neural network for object localization in ultrasound applications.
- Attached deconvolutional layers to the end of ResNet18, creating the heatmap of targets to guide the robot arm.
- Designed a robotic controller for automated ultrasound detection.
Research Assistant
Sharc Lab, Georiga Tech May 2022 – August 2023
- Focused on algorithms of Federated Learning, a distributed Machine Learning algorithm.
- Optimized the multi-device learning process based on the FedAvg model.
- Applied a low-rank algorithm on the data communication to decrease the amount of data that needs to be sent.

MEng Electrical and Computer Engineering
Cornell University August 2023 – December 2024
GPA: 3.83/4.0
BEng Electronic and Information Engineering
The Hong Kong Polytechnic University August 2019 – May 2023
Graduated with First-Class Honors.

Skills & Hobbies

Technical Skills

Python

Data Science

SQL

Machine Learning

Frameworks & Tools

TensorFlow

PyTorch

Docker

Linux

Awards

Languages

100%

English

100%

Mandarin

50%

Cantonese