DrAlzahraniProjects/csusb_fall2024_cse6550_team4
Oct 2024 – Nov 2024
2 Months active
Languages Used
PythonDockerfileSQL
Technical Skills
Backend DevelopmentChatbot DevelopmentData AnalysisRAGStreamlitAPI Integration
Vaishnaviuppari37
PROFILE
Vaishnaviuppari37
Over two months, this developer enhanced the DrAlzahraniProjects/csusb_fall2024_cse6550_team4 repository by building and refining chatbot performance analytics, feedback tracking, and retrieval-augmented generation features. They implemented persistent performance metrics, a confusion matrix, and a sidebar for real-time statistics, using Python, Streamlit, and SQL to support robust data collection and analysis. Their work improved chatbot accuracy and user guidance by expanding the knowledge base and integrating research links for unanswerable queries. Infrastructure was strengthened through Docker-based containerization, environment variable management, and comprehensive code documentation, resulting in a more reliable, maintainable, and secure application with deeper insight into chatbot effectiveness.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
20Total
Bugs
0
Commits
20
Features
7
Lines of code
1,281
Activity Months2
Your Network
37 people
Work History
November 2024
16 Commits • 6 Features
Nov 1, 2024November 2024 monthly summary for DrAlzahraniProjects/csusb_fall2024_cse6550_team4. Focused on delivering feature improvements for performance monitoring, retrieval, and knowledge base robustness, along with infrastructure and documentation enhancements to improve reliability, security, and maintainability.
16 Commits • 6 Features
Nov 1, 2024November 2024 monthly summary for DrAlzahraniProjects/csusb_fall2024_cse6550_team4. Focused on delivering feature improvements for performance monitoring, retrieval, and knowledge base robustness, along with infrastructure and documentation enhancements to improve reliability, security, and maintainability.
November 2024
October 2024
4 Commits • 1 Features
Oct 1, 2024October 2024 monthly summary for DrAlzahraniProjects/csusb_fall2024_cse6550_team4. Delivered enhanced Chatbot Performance Statistics and Feedback Tracking with a dedicated sidebar, refined data collection, and response handling improvements. This work increases visibility into chatbot effectiveness, accuracy, and user satisfaction, enabling data-driven optimization in upcoming sprints.
October 2024
4 Commits • 1 Features
Oct 1, 2024October 2024 monthly summary for DrAlzahraniProjects/csusb_fall2024_cse6550_team4. Delivered enhanced Chatbot Performance Statistics and Feedback Tracking with a dedicated sidebar, refined data collection, and response handling improvements. This work increases visibility into chatbot effectiveness, accuracy, and user satisfaction, enabling data-driven optimization in upcoming sprints.
Activity
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Quality Metrics
Correctness84.4%
Maintainability86.0%
Architecture75.0%
Performance84.0%
AI Usage26.0%
Skills & Technologies
Programming Languages
DockerfilePythonSQL
Technical Skills
API IntegrationApplication DevelopmentBackend DevelopmentChatbot DevelopmentCode DocumentationContainerizationData AnalysisDatabase IntegrationDatabase ManagementDevOpsDockerDocumentationEnvironment VariablesFull Stack DevelopmentLangChain
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