galafis/ibm-ai-engineering-capstone
IBM AI Engineering Professional Certificate Capstone Project - Deep learning and computer vision platform
What's novel
IBM AI Engineering Professional Certificate Capstone Project - Deep learning and computer vision platform
Code Analysis
4 files read · 2 roundsA Streamlit dashboard application that generates synthetic data, stores it in a local SQLite database, and visualizes basic metrics like record counts, categories, and status distributions.
Strengths
The project has a well-structured testing suite with meaningful performance benchmarks and concurrency tests. The README accurately reflects the functionality of the codebase.
Weaknesses
The application lacks robust error handling, input validation, and proper separation of concerns (e.g., data generation logic is mixed with UI setup). It relies heavily on global state and in-memory processing without a scalable backend architecture.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
8
Contributors
1
Files
11
Active weeks
4
Repository
Language
Python
Stars
1
Forks
0
License
MIT