TCS-2021/Data-Mining-Project
Apr 2025 – Apr 2025
1 Month active
Languages Used
Python
Technical Skills
Backend DevelopmentCachingData AnalysisData ModelingData WarehousingFrontend Development
Nithish Pandian
PROFILE
Nithish Pandian
Worked on the TCS-2021/Data-Mining-Project, focusing on backend and frontend improvements to enhance performance and maintainability. Introduced caching for data cube generation using Python and Streamlit, which reduced recomputation time and improved dashboard responsiveness. Refactored the application to establish a clear separation between frontend and backend components, with the backend dedicated to data processing and cube generation while the frontend managed the user interface. Emphasized scalable development by stabilizing and restructuring the codebase, leveraging skills in data modeling, data warehousing, and caching. No major bugs were addressed during this period, with efforts concentrated on feature delivery and architectural refinement.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
308
Activity Months1
Your Network
26 peopleSame Organization
@psgtech.ac.in6
Work History
April 2025
2 Commits • 2 Features
Apr 1, 2025April 2025 monthly summary for TCS-2021/Data-Mining-Project: Delivered caching and architectural improvements that enhance performance and maintainability. Focused on business value by reducing recomputation time for data cubes and enabling clearer frontend-backend separation. No major bugs fixed; stabilization and refactoring round out feature delivery to support faster dashboards and scalable development.
2 Commits • 2 Features
Apr 1, 2025April 2025 monthly summary for TCS-2021/Data-Mining-Project: Delivered caching and architectural improvements that enhance performance and maintainability. Focused on business value by reducing recomputation time for data cubes and enabling clearer frontend-backend separation. No major bugs fixed; stabilization and refactoring round out feature delivery to support faster dashboards and scalable development.
April 2025
Activity
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Quality Metrics
Correctness95.0%
Maintainability100.0%
Architecture100.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Backend DevelopmentCachingData AnalysisData ModelingData WarehousingFrontend DevelopmentStreamlit
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