Lu Jie

Enabling User-Friendly Access to an ML Disease Prediction Tool - Postgraduate Capstone Project (2024)
Role: Product Owner / Team Lead
Responsibilities:

• Managed requirements and coordinated product development
• Collaborated with cross-functional teams (design, engineering, etc.)
• Developed and maintained the product roadmap
• Tracked goals and key performance indicators (KPIs) to ensure project success

Colorectal Histopathological Image Classification Using Deep Learning - Artificial Intelligence Project (2024)
Role: Algorithm Engineer
Responsibilities:

• Implemented and fine-tuned the VGG model for image classification
• Trained and evaluated model performance using medical image datasets
• Optimized hyperparameters to improve accuracy and reduce overfitting

Semantic Segmentation of Images and Analysis of Models - Computer Vision Project (2024)
Role: Algorithm Engineer
Responsibilities:

• Preprocessed data and applied augmentation techniques for robust model training
• Implemented segmentation models for pixel-level classification
• Trained, evaluated, and fine-tuned models for improved segmentation accuracy

5G Human-computer Interaction Based on Eye-tracking Technology - Undergraduate Capstone Project (2020)

Role: Project Manager & Algorithm Developer

Responsibilities:

• Project Coordination and Delivery
• Development of gradient-based pupil localization with MATLAB

Linux Red Hat Certified Engineer