EXCEEDS logo
Exceeds
1jacki3

PROFILE

1jacki3

Zhihao Yang developed the Orbit Angle Prediction Module for the Julek-AK/AE2224-I-B04 repository, establishing a data-driven baseline for orbit angle forecasting using Python and PyTorch. He designed and implemented a neural network with multiple hidden layers and ReLU activation, creating a reusable training pipeline with SGD optimization and MSE loss. In addition to building the initial model, Zhihao refactored legacy LSTM prediction logic to prepare for future predictor integration, aligning data interfaces for maintainability. His work focused on data preprocessing, deep learning, and machine learning, providing a foundation for rapid experimentation and future enhancements in trajectory prediction workflows.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

3Total
Bugs
1
Commits
3
Features
1
Lines of code
138
Activity Months2

Work History

May 2025

1 Commits

May 1, 2025

Summary for May 2025 focused on reducing technical debt and enabling future predictor migration in AE2224-I-B04. Key work centered on removing legacy LSTM_long_predict.py logic and aligning data interfaces with the upcoming predictor, laying groundwork for improved performance and maintainability.

March 2025

2 Commits • 1 Features

Mar 1, 2025

March 2025 performance summary: Orbit Angle Prediction Module groundwork delivered, establishing a data-driven baseline for orbit angle forecasting and a reusable training pipeline. The work emphasizes business value by enabling data-informed trajectory insights and faster experimentation for future iterations.

Activity

Loading activity data...

Quality Metrics

Correctness86.6%
Maintainability80.0%
Architecture80.0%
Performance86.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Data PreprocessingDeep LearningMachine LearningPyTorchPython

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

Julek-AK/AE2224-I-B04

Mar 2025 May 2025
2 Months active

Languages Used

Python

Technical Skills

Data PreprocessingDeep LearningMachine LearningPyTorchPython

Generated by Exceeds AIThis report is designed for sharing and indexing