01 · PYTHON · ML
Bank Loan Approval Analysis
PythonMachine LearningEDA
Performed EDA and feature engineering on a financial dataset. Built classification models for loan approval prediction and evaluated model performance using accuracy and confusion matrix.
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02 · AI & COMPUTER VISION
AutoVision Guard
Python
YOLOv8
OpenCV
Flask
Computer Vision
Developed an AI-powered vehicle detection and traffic monitoring system using YOLOv8, OpenCV, and Flask. The application detects vehicles, pedestrians, and other objects in real time from images, videos, and live camera feeds while providing interactive analytics dashboards and traffic insights.
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03 · POWER BI
HR Attrition Analysis
Power BIDashboardAnalytics
Analyzed employee attrition trends using Power BI to identify key factors affecting workforce turnover. Built interactive dashboards to track attrition by department, salary, job role, and experience level.
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04 · SQL
Normalised University Management System
SQLDatabaseRBAC
Designed and implemented a Normalized University Management System using SQL with role-based access control. Developed structured relational database schema to manage students, faculty, courses, and results efficiently.
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05 · COMPUTER VISION
Face Mask Detection
PythonOpenCVDeep Learning
Developed a real-time face mask detection system using Python, OpenCV, and a CNN-based deep learning model. Classifies faces as "Mask" or "No Mask" from images and live video streams with reliable detection performance.
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06 · PYTHON · AI
Fire Protection System
PythonAI & MLAutomation
Designed a system to detect fire using temperature and smoke sensors. Triggers alarm for safety alerts. Demonstrates basic automation and safety monitoring using AI techniques.
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07 · ANALYTICS
Retail Store Analysis
PythonPandasInsights
Comprehensive retail data analysis uncovering sales trends, customer behavior patterns, and actionable business insights to support data-driven decision making.
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08 · MACHINE LEARNING
Customer Support Ticket Classifier
Python
Machine Learning
NLP
Scikit-learn
Developed a machine learning model to classify customer support tickets into different categories, improving response times and resource allocation.
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09 · COMPUTER VISION
Automatic Number Plate Recognition System
Python
OpenCV
OCR
Computer Vision
Built an automatic number plate recognition system using Computer Vision and OCR techniques to detect and extract vehicle license plate information from images efficiently.
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