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sarthakagase's Projects

ai-speech-emotion-detection icon ai-speech-emotion-detection

Detect emotions from speech with our open-source project! Utilizing Open AI Whisper for speech-to-text, we process text using NLP and a bag-of-words model. Machine learning classification, including Ensemble Methods, ensures accurate emotion extraction.

banking-web-app icon banking-web-app

A secure web application built with HTML, CSS, and JavaScript. Features include authentication, fund transfers, account balance display, loan application, sortable transaction history, and account closure. Enhance your banking experience with this user-friendly and efficient web solution.

deepfake-voice-detection icon deepfake-voice-detection

Voice Auth utilizes deep-learning to discern deepfake from original audio files. Extracting features like MFCC, spectral attributes, it employs various classifiers including MLP, Gradient Boosting, XGBoost, and ensemble methods for enhanced accuracy.

intellicart icon intellicart

IntelliCart: Market Basket Optimization on GitHub. ReactJS frontend utilizes Apriori, Elcat, FP-Growth ML algorithms via FastAPI backend. Seamless integration with Axiom for real-time product suggestions based on user's cart, updating UI dynamically.

lab-assistant icon lab-assistant

I have created a Smart Lab Assistant that connects between Administrator and it's Client PCs, wherein Admin can operate using voice command and can perform tasks related to Opening files, Applications, Surfing through web, Displaying Specs of PCs and Conveying Date and Time.

quiz_application icon quiz_application

Django Quiz Application: The application provides an API interface for managing quizzes, questions, and answers. It utilizes a SQLite3 database for storing the data. The user interface (UI) is developed using HTML, CSS Bootstrap, and JavaScript and python libraries such as pandas, matplotlib, and numpy to provide data analysis functionalities.

time-based-mark-evaluation-system icon time-based-mark-evaluation-system

Time-based Mark Evaluation System: Python project with CSV database, HTML/CSS/Bootstrap/JS UI, pandas, eel, matplotlib, numpy. Evaluate marks, analyze data.

vaccine-registration-portal icon vaccine-registration-portal

I have created a Vaccine Registration Portal that keeps the record of people, wherein people can register themselves and book a vaccination slot for themselves. The portal also provides some provision for frontline workers and prioritize them in slot booking.

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