Gyanbardhan's Projects
BIG_INT :- This contains programs that are helpful in doing operations(+ or -) with numbers which are not available in range of 'int' or 'long'.This is implemented in c++.
A web-based application for efficient college administration. Manages departments, instructors, courses, and student enrollments. Features secure authentication, role-based access. Built with PHP, MySQL, HTML, CSS, and JavaScript. Check the README for setup instructions. Enhance your college processes with this system!
A platform enables sharing diverse knowledge, but similarly worded questions are common. We use NLP techniques to identify duplicate questions, enhancing user experience by making it easier to find high-quality answers. https://drive.google.com/file/d/1QNJW7xnFVKhbZMe-vDyMtamrmob9xqSA/view?usp=drive_link
Step into the realm of Emotion Detection Generalization! Uncover the power of deep learning as we decode human emotions from facial images. Explore our arsenal of fine-tuned CNN models and curated datasets, shaping a future where technology empathizes and connects on a deeper level. Revolutionize human-computer interaction with us today!
An educational app powered by Gemini, a large language model provides 5 components a chatbot for real-time Q&A,an image & text question answerer,a general QA platform, a tool to generate MCQs with verified answers, and a system to ask questions about uploaded PDFs. https://drive.google.com/file/d/1M1WT-L419ML_j43dQIyABCy8Ni79NyIq/view?usp=sharing
Utilizes core Java concepts, file handling, and encapsulation. Two packages (Project1, Project2) manage student details, ID card generation, and file operations. Requires Eclipse, folder creation for file storage. Enhance skills in Java, file I/O, and modularity
Mini Projects using Different Machine Learning Models and Evaluation Techniques on different Dataset
MediChat: An AI-powered medical chatbot using the Llama-2-7B-Chat model for precise clinical responses. Integrates Chroma DB and all-MiniLM-L6-v2 embeddings trained on medical literature, including texts like Clinical Emergency Medicine and Gale Encyclopedia. Accurate, fast, and reliable for healthcare queries.
Transforming agriculture with AI: Explore our GitHub for advanced plant disease detection. Utilizing top CNN models, we empower farmers with early diagnosis tools. Access notebooks, datasets, and a user-friendly web app. Join us in revolutionizing farming for a sustainable future
https://gyanbardhan.pythonanywhere.com/
Resume Classifier using tf/idf, word2vec for precise text classification. https://resume-classifier-cmquucctqdahtayfdzuwhh.streamlit.app/
Sentiment analysis using Word2Vec, n-gram, and Bag of Words for precise text classification.
Small projects on WebScraping using python