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Anubhav-vaish

PROFILE

Anubhav-vaish

Anubhav contributed to the kietmcaproject/AI_AI101B_2024-25 repository by developing AI-driven features such as a heart disease prediction system using artificial neural networks with a Streamlit interface and a real-time emotion recognition demo leveraging DeepFace and OpenCV. He established project scaffolding for both emotion recognition and an AI-based number guessing game, integrating voice input and GUI components. His work emphasized modular architecture, test-driven development, and repository hygiene, including deprecation and cleanup of obsolete features. Using Python, Keras, and Pandas, Anubhav delivered runnable demos and documentation, laying a solid foundation for future AI enhancements and maintainable codebases.

Overall Statistics

Feature vs Bugs

83%Features

Repository Contributions

18Total
Bugs
1
Commits
18
Features
5
Lines of code
1,503
Activity Months3

Work History

May 2025

9 Commits • 3 Features

May 1, 2025

May 2025 monthly summary for AI_AI101B_2024-25: Delivered three core features and laid solid groundwork for future AI components, including runnable demos and UI integration. No explicit bug fixes were recorded this month; emphasis was on feature delivery, scaffolding, and documentation to accelerate next iterations.

April 2025

7 Commits • 1 Features

Apr 1, 2025

2025-04 monthly summary for kietmcaproject/AI_AI101B_2024-25. Focused on prototyping and sunset of the Ultron AI-based no-guessing game feature. Key work included scaffolding and AI gameplay prototype with voice input and GUI, plus supporting documentation (presentation and final report). The month also included test setup to validate the feature. Later, the feature was deprecated and cleanup performed to remove the project and its tests, reducing ongoing maintenance. Overall impact: explored AI-driven gameplay concepts, established a baseline for future iterations, and improved repository hygiene by removing deprecated artifacts in line with roadmap. Demonstrated strong design and integration of AI gameplay, GUI, voice input, test-driven development, and disciplined change management.

November 2024

2 Commits • 1 Features

Nov 1, 2024

November 2024: Delivered foundational 1A group scaffolding in the MiniProjectI_K24MCA18P_2024-25 repository, establishing GA-25 and Group_25 placeholders to enable modular content and faster future feature delivery. No major bugs fixed this month; primary value came from repository organization and groundwork for scalable architecture.

Activity

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Quality Metrics

Correctness59.4%
Maintainability58.8%
Architecture57.2%
Performance57.8%
AI Usage23.4%

Skills & Technologies

Programming Languages

CSVPython

Technical Skills

AI IntegrationArtificial Neural NetworksComputer VisionData AnalysisData VisualizationDeep LearningFacial RecognitionGUI DevelopmentGoogle Cloud APIsKerasMachine LearningPandasPython DevelopmentScikit-learnSpeech Recognition

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

kietmcaproject/AI_AI101B_2024-25

Apr 2025 May 2025
2 Months active

Languages Used

PythonCSV

Technical Skills

AI IntegrationGUI DevelopmentGoogle Cloud APIsSpeech RecognitionArtificial Neural NetworksComputer Vision

kietmcaproject/MiniProjectI_K24MCA18P_2024-25

Nov 2024 Nov 2024
1 Month active

Languages Used

No languages

Technical Skills

No skills

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