ISE-UET-AutoML/frontend
Sep 2025 – Feb 2026
6 Months active
Languages Used
CSSJSXJavaScriptTypeScriptReactHTML
Technical Skills
API IntegrationAnt DesignCSSCSV ParsingComponent DevelopmentComponent Refactoring
shinyEazy
PROFILE
Shinyeazy
Over six months, Tan Nguyen developed and refined the ISE-UET-AutoML/frontend repository, delivering thirteen new features focused on user experience, model lifecycle management, and scalable UI architecture. He implemented interactive machine learning demo interfaces, seasonal theming updates, and a modular feedback system for model predictions, using React, TypeScript, and CSS. His work included API gateway refactoring for maintainability, advanced state management, and robust data visualization with Recharts. By integrating user authentication and admin dashboards, Tan improved operational oversight and onboarding efficiency. The engineering approach emphasized modular component design, maintainable code structure, and close alignment with evolving product and branding requirements.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
25Total
Bugs
0
Commits
25
Features
13
Lines of code
29,760
Activity Months6
Your Network
12 people
Work History
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for ISE-UET-AutoML/frontend: Delivered the Workspace API Gateway Refactor, updating workspace endpoint paths to the new gateway structure to improve API organization and establish a foundation for maintainability and scalability. No major bugs fixed this month. Overall impact: better API organization aligned with gateway strategy, enabling future features and smoother maintenance. Technologies/skills demonstrated: API refactoring, gateway architecture alignment, REST endpoint management, and strong version-control discipline.
1 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for ISE-UET-AutoML/frontend: Delivered the Workspace API Gateway Refactor, updating workspace endpoint paths to the new gateway structure to improve API organization and establish a foundation for maintainability and scalability. No major bugs fixed this month. Overall impact: better API organization aligned with gateway strategy, enabling future features and smoother maintenance. Technologies/skills demonstrated: API refactoring, gateway architecture alignment, REST endpoint management, and strong version-control discipline.
February 2026
January 2026
2 Commits • 2 Features
Jan 1, 2026Month: 2026-01 — Frontend work in ISE-UET-AutoML/frontend focused on elevating seasonal user experience and onboarding efficiency. Delivered a Lunar New Year themed UI to replace the prior Christmas theme, including interactive elements and festive decorations to boost engagement. Implemented Signup Flow Enhancements with clearer error messaging for email registration and improved signup form styling to reduce friction. No major bugs were reported fixed in the provided data. These changes improve user perception, drive interaction during peak season, and lay groundwork for higher conversion and retention.
January 2026
2 Commits • 2 Features
Jan 1, 2026Month: 2026-01 — Frontend work in ISE-UET-AutoML/frontend focused on elevating seasonal user experience and onboarding efficiency. Delivered a Lunar New Year themed UI to replace the prior Christmas theme, including interactive elements and festive decorations to boost engagement. Implemented Signup Flow Enhancements with clearer error messaging for email registration and improved signup form styling to reduce friction. No major bugs were reported fixed in the provided data. These changes improve user perception, drive interaction during peak season, and lay groundwork for higher conversion and retention.
December 2025
3 Commits • 3 Features
Dec 1, 2025Month: 2025-12 — Focused frontend delivery in ISE-UET-AutoML/frontend to close the feedback loop, strengthen admin governance, and enable model lifecycle management. Delivered three key capabilities that drive business value: (1) user-facing feedback flow linked to model predictions, (2) admin dashboard for user authentication, data fetches, and analytics, and (3) model retraining with a recent predictions view. These changes improve user engagement, data-driven decision making, and operational efficiency while reducing model drift risk.
3 Commits • 3 Features
Dec 1, 2025Month: 2025-12 — Focused frontend delivery in ISE-UET-AutoML/frontend to close the feedback loop, strengthen admin governance, and enable model lifecycle management. Delivered three key capabilities that drive business value: (1) user-facing feedback flow linked to model predictions, (2) admin dashboard for user authentication, data fetches, and analytics, and (3) model retraining with a recent predictions view. These changes improve user engagement, data-driven decision making, and operational efficiency while reducing model drift risk.
December 2025
November 2025
1 Commits • 1 Features
Nov 1, 2025Month: 2025-11 — Delivered Seasonal UI Theme Update in ISE-UET-AutoML/frontend to switch from TeacherDayTheme to ChristmasTheme, aligning branding with the holiday season and enhancing user engagement and seasonal marketing alignment. Implemented via a focused refactor (commit e02d5b0d34aeaee1a9ff6929a0bf3815b1a99570) to the frontend theming system, enabling faster future theme iterations. No major bugs fixed this month; minor UI polish and regression checks completed as part of the theme rollout. Impact: improved seasonal user experience, stronger branding consistency, and reduced maintenance risk through a modular theme architecture. Technologies/skills demonstrated: frontend theming, refactoring, version control discipline, and cross-functional collaboration with design/marketing for branding alignment.
November 2025
1 Commits • 1 Features
Nov 1, 2025Month: 2025-11 — Delivered Seasonal UI Theme Update in ISE-UET-AutoML/frontend to switch from TeacherDayTheme to ChristmasTheme, aligning branding with the holiday season and enhancing user engagement and seasonal marketing alignment. Implemented via a focused refactor (commit e02d5b0d34aeaee1a9ff6929a0bf3815b1a99570) to the frontend theming system, enabling faster future theme iterations. No major bugs fixed this month; minor UI polish and regression checks completed as part of the theme rollout. Impact: improved seasonal user experience, stronger branding consistency, and reduced maintenance risk through a modular theme architecture. Technologies/skills demonstrated: frontend theming, refactoring, version control discipline, and cross-functional collaboration with design/marketing for branding alignment.
October 2025
1 Commits • 1 Features
Oct 1, 2025Month: 2025-10. Delivered the Interactive ML Demo UI Platform for ISE-UET-AutoML/frontend, enabling end-to-end ML task demonstrations with interactive UIs for image classification, text classification, and tabular data analysis. Implemented API endpoints for predictions and visualization, added new React demo components, established routing for demo pages, and performed refactoring to integrate the new UI functionalities. Commit reference: 74c6bbbec2902af26250f759464e95333de525a3 ('feat: integrate gen UI'). This work enhances customer onboarding, accelerates model evaluation, and provides a scalable frontend framework for future demos.
1 Commits • 1 Features
Oct 1, 2025Month: 2025-10. Delivered the Interactive ML Demo UI Platform for ISE-UET-AutoML/frontend, enabling end-to-end ML task demonstrations with interactive UIs for image classification, text classification, and tabular data analysis. Implemented API endpoints for predictions and visualization, added new React demo components, established routing for demo pages, and performed refactoring to integrate the new UI functionalities. Commit reference: 74c6bbbec2902af26250f759464e95333de525a3 ('feat: integrate gen UI'). This work enhances customer onboarding, accelerates model evaluation, and provides a scalable frontend framework for future demos.
October 2025
September 2025
17 Commits • 5 Features
Sep 1, 2025Sep 2025 frontend sprint for ISE-UET-AutoML/frontend delivered cohesive UX enhancements, stability improvements, and modernized styling across dataset management, project views, and model deployment workflows. The work focused on accelerating data curation, improving deployability of models, and delivering a consistent, scalable UI.
September 2025
17 Commits • 5 Features
Sep 1, 2025Sep 2025 frontend sprint for ISE-UET-AutoML/frontend delivered cohesive UX enhancements, stability improvements, and modernized styling across dataset management, project views, and model deployment workflows. The work focused on accelerating data curation, improving deployability of models, and delivering a consistent, scalable UI.
Activity
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Quality Metrics
Correctness86.8%
Maintainability85.6%
Architecture82.0%
Performance78.4%
AI Usage24.0%
Skills & Technologies
Programming Languages
CSSHTMLJSXJavaScriptReactTypeScript
Technical Skills
API DevelopmentAPI IntegrationAPI integrationAnt DesignCSSCSV ParsingComponent DevelopmentComponent RefactoringData VisualizationFrontend DevelopmentNext.jsReactRechartsRoutingState Management
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