Projects
Explore my latest projects and innovative solutions.
Developed Learning Management System (LMS)
Angular, ASP.NET Core Web API, and Oracle database
Catering to three distinct user types - Admins, Trainers, and Trainees - with tailored functionalities within the LMS:
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Empowering the system to generate Certificates with QR codes.
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Enabling comprehensive reporting and statistical analysis.
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Courses Management, Attendance Management Assessment and Evaluation tools.
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User Authentication.
E-commerce platform
ASP.NET Core MVC, and Oracle database integration.
Catering to two distinct user types - Admin, and Customers - with tailored functionalities within the LMS:
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Implemented features including user registration, authentication, product catalog, shopping cart, order management, payment processing, user reviews and testimonials, search, filtering, reports, statistics, and additional enhancements.
Behavioral Biometric Continuous Authentication ML model
Python, Jupyter Notebook
The model achieved an accuracy of 99.7% and low error rates using 23 features with the Random Forest algorithm.
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Utilized RF, KNN, SVM, LOG, DT, and NB algorithms for model development.
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Utilized feature importance analysis, Persona Correlation, and Mutual Information techniques to optimize feature selection for superior model performance.
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Applied advanced feature visualization methods for model optimization.
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