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Stephen Mascarenhas's Projects

cortex_ai_assistant icon cortex_ai_assistant

This Python code utilizes various library to create a chat interface where users can interact with an AI assistant powered by OpenAI's GPT-3.5 model. This code uses OpenAI's API to process user input and generate AI responses. It showcases PyQt5 GUI toolkits for desktop interfaces and Gradio for web-based interaction.

currency_conversion_gui icon currency_conversion_gui

The code is a Java program implementing a currency converter with a GUI. It allows users to convert between USD, EUR, GBP, INR, KWD, JPY, CNY, and KRW. Swing and AWT libraries are used for GUI components and event handling. Users input the amount and select source/target currencies, then click "Convert" to see the result.

gui_calculator_tkinter icon gui_calculator_tkinter

This Python code uses Tkinter to create a simple GUI calculator. It includes buttons for numbers and basic operators, along with functionalities to clear the display and calculate results.

image-classification-using-ann-cnn icon image-classification-using-ann-cnn

The code does image classification using the CIFAR-10 dataset. Two models, ANN and CNN, are trained on 32x32 color images across 10 classes. Following data preprocessing, the models are constructed and trained. Their classification performance is assessed on test images, highlighting their effectiveness in identifying objects within the dataset.

movie_recommender_system icon movie_recommender_system

This Python project involves creating a basic Movie Recommender System using Pandas. We'll explore collaborative and content-based filtering methods to suggest movies similar to a user's choice. By leveraging Python and Pandas, we import and manipulate the dataset & enhance user experience.

speech_to_text-text_to_speech icon speech_to_text-text_to_speech

Speech-to-Text (STT) recognizes spoken words, converting them into text for device interaction, while Text-to-Speech (TTS) transforms written text into synthesized speech, enabling audible communication from devices.

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