jarroncho/2024_python
Nov 2024 – Jan 2025
2 Months active
Languages Used
HTMLPythonCSS
Technical Skills
Data ExtractionData ProcessingDatabase ModelingDjangoPythonWeb Development
Katie-Sung
PROFILE
Katie-sung
Over two months, Jarron Cho developed core data management and machine learning features for the jarroncho/2024_python repository. He built a Django-based student management system and a Python web scraper for Yahoo Finance stock data, replacing legacy scripts to improve maintainability and data accessibility. In January, he introduced a Flask and SQLAlchemy CRUD application for student grades and implemented a machine learning experimentation suite using TensorFlow and Keras, including MNIST and image classification pipelines. His work demonstrated depth in Python, web development, and data processing, establishing a scalable foundation for future features while reducing technical debt and maintenance risk.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
8Total
Bugs
0
Commits
8
Features
4
Lines of code
1,638
Activity Months2
Your Network
35 peopleSame Organization
@mail.yzu.edu.tw8
Work History
January 2025
4 Commits • 2 Features
Jan 1, 2025January 2025 performance summary for the jarroncho/2024_python repository. Delivered core user-facing data management capabilities and a structured ML experimentation suite, establishing solid foundations for ongoing development, experimentation, and data-driven decision making.
4 Commits • 2 Features
Jan 1, 2025January 2025 performance summary for the jarroncho/2024_python repository. Delivered core user-facing data management capabilities and a structured ML experimentation suite, establishing solid foundations for ongoing development, experimentation, and data-driven decision making.
January 2025
November 2024
4 Commits • 2 Features
Nov 1, 2024Month: 2024-11 — Delivered two major features on repository jarroncho/2024_python and completed targeted cleanup to reduce maintenance risk. The work established semi-automated data collection for stock information and a scalable foundation for student data management, aligning with business needs for data visibility and governance. No major production incidents were reported; focused on delivering value through maintainable components and clear migration from legacy scripts.
November 2024
4 Commits • 2 Features
Nov 1, 2024Month: 2024-11 — Delivered two major features on repository jarroncho/2024_python and completed targeted cleanup to reduce maintenance risk. The work established semi-automated data collection for stock information and a scalable foundation for student data management, aligning with business needs for data visibility and governance. No major production incidents were reported; focused on delivering value through maintainable components and clear migration from legacy scripts.
Activity
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Quality Metrics
Correctness86.2%
Maintainability85.0%
Architecture83.8%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
CSSHTMLPython
Technical Skills
CSSData ExtractionData PreprocessingData ProcessingData VisualizationDatabase ModelingDeep LearningDjangoFile I/OFlaskFull Stack DevelopmentHTMLImage AugmentationKerasMachine Learning
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline