Projects
This page contains some of the projects I took up and completed successfully within a short period of time.
Automated Brain Tumor Detection and Localization
Independent Work
This is a deep learning model that predicts whether a given axial brain MRI image contains brain tumor or not and localize the tumor if present. This is achieved using pre-trained CNN models and image segmentation techniques.
Independent Work
Sentiment Aware Dialogue Generations
This is a language model that generates dialogue in context with the sentiment of the conversation. This includes using BERT and GPT transformer models.
Independent Work
Explainable Interactive CBIR
This is a content based image retrieval system that uses features such as texture, shape and color to improve search accuracy. Integrated GradCAM for explainability, providing users with visual feedback on image relevance.
Independent Work
Spam Message/Mail Detection
This is a machine learning model that predicts whether a message or mail is spam or not. The model used Natural Language Training Kit (NLTK) for transforming the message to the root words it contains and then Multinomial Naive Bayes theorem for predicting probability of the message or mail being spam or not.
Independent Work
Loan Prediction ML Model
This is a simple machine learning model that predicts whether a person can get a loan or not based on various features like education, income, credit history, dependents, etc.
Website Designer
Bittersweet Coffee Website
This is an e-commerce platform as well as company portfolio. The forms have been linked to google sheets so that the order details and the sales can all be seen and managed in an efficient manner, making it easy for the people there to manage the same.
Rimu Group Website
Website Designer & Manager
This is a basic portfolio for a company. I have designed the website as well as hosted it with custom domain name. The site has all the information regarding the company and the rest, you can see for yourself
Independent Work
Tic Tac Toe Game
This is one of the most common games that we play to pass our time in classes or randomly between meetings to stop dozing off.
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Here, this game is for 2 humans to play.
Hospital Management System
Project Lead
This is a basic DBMS created using Python and MySQL. This was created for the hospitals to manage their data, as a part of Class 12 submission.
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This is a basic text-based console that can be transformed to GUI later on whenever needed.
