PROJECTS
Heart Rate Variability Analysis
Built a system from scratch to extract various features viz. time domain, frequency domain, non-linear features from PPG signals and their correlation with Ayurveda (Indian Traditional Medicine).
Classification and analysis of PPG Signal (Wrist Pulse) before and after Yoga exercise (Surya Namaskar)
Research involved conducting a 7-day Yoga camp for data collection and analysis on this real-time data. Implemented classifier models for classification of the signal as before and after Yoga.
Classification of Diabetic and Non-Diabetic patients (PIMA diabetes dataset) (Link)
The objective is to predict the onset of diabetes based on diagnostic measures present in the dataset provided by the National Institute of Diabetes and Digestive and Kidney Diseases. It is a binary (2-class) classification problem. The project is a brief analysis and comparison of how well do different classifier models work on this dataset.
Movie Recommendation Engine (MovieLens 100k dataset) (Link)
Built an item based collaborative filtering method to recommend movies based on user's favourite movie.
Smart SUDOKU (Link)
Smart Sudoku puzzle generator as well as solver using backtracking approach. The game has multiple levels of difficulties and can also solve any custom SUDOKU puzzle that the user inputs!
Plagiarism Checker (Link)
Web application for checking the similarity between query and document using the concept of Cosine Similarity.
InternNet (DBMS Project)
Web-based internship portal for Engineering students built using PHP and MySQL.
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