cavadorii/tree
Nov 2024 – Dec 2024
2 Months active
Languages Used
JavaScriptTypeScript
Technical Skills
Database IntegrationExpress.jsJavaScript DevelopmentMachine LearningMulterNode.js
IoanaBotezatu01
PROFILE
Ioanabotezatu01
Over a two-month period, contributed to the cavadorii/tree repository by building two core backend features focused on machine learning and scalable data management. Developed an image-based tree presence predictor by integrating TensorFlow.js and Sharp for preprocessing, enabling standardized inference and persistent results through a REST API built with Node.js and Express.js. Enhanced the project’s leaderboard functionality by delivering a full CRUD API, implementing per-event ranking logic, and migrating data access to the MongoDB native driver for improved performance. The work emphasized maintainable code structure, efficient data handling, and robust API design using JavaScript, TypeScript, and modern backend frameworks.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
4Total
Bugs
0
Commits
4
Features
2
Lines of code
983
Activity Months2
Your Network
27 peopleWork History
December 2024
2 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for cavadorii/tree: Delivered a full Leaderboard API with CRUD and per-event leaderboards, migrated data access to the MongoDB native driver for performance and streamlined routes, and implemented per-event ranking logic. The work emphasizes business value through scalable standings, reduced latency, and improved developer productivity. No major bugs fixed this month; focus was on feature delivery and performance optimization.
2 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for cavadorii/tree: Delivered a full Leaderboard API with CRUD and per-event leaderboards, migrated data access to the MongoDB native driver for performance and streamlined routes, and implemented per-event ranking logic. The work emphasizes business value through scalable standings, reduced latency, and improved developer productivity. No major bugs fixed this month; focus was on feature delivery and performance optimization.
December 2024
November 2024
2 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for cavadorii/tree focusing on delivering enhanced ML prediction capabilities through TensorFlow.js integration and an image-based tree presence predictor, with backend support, optimized preprocessing, and API exposure.
November 2024
2 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for cavadorii/tree focusing on delivering enhanced ML prediction capabilities through TensorFlow.js integration and an image-based tree presence predictor, with backend support, optimized preprocessing, and API exposure.
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance75.0%
AI Usage25.0%
Skills & Technologies
Programming Languages
JavaScriptTypeScript
Technical Skills
Backend DevelopmentDatabase IntegrationExpress.jsJavaScript DevelopmentMachine LearningMongoDBMulterNode.jsREST APISharpTensorFlow.jsTypeScript Development
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline