Avina Maurya

There are millions of flower species around the world. We performed an image classification task using computer vision and machine learning algorithms with the help of Python for species recognition. We will build an intelligent system that was trained with massive dataset of flower/plant images. The system predicts the label/class of the flower/plant using Computer Vision techniques and Machine Learning algorithms.

Multi agent system powered by Langchain, gemini and tavily that does in depth research on a topic and self critics its work

Travel assistant chatbot for a Travel Planning Company

Chatbot built with RAG using Google's Gemini LLM and custom LangChain integration

Breast cancer (BC) is one of the most common cancers among women worldwide, representing the majority of new cancer cases and cancer-related deaths according to global statistics, making it a significant public health problem in today’s society. The early diagnosis of BC can improve the prognosis and chance of survival significantly, as it can promote timely clinical treatment to patients. Further accurate classification of benign tumors can prevent patients undergoing unnecessary treatments. Thus, the correct diagnosis of BC and classification of patients into malignant or benign groups is the subject of much research. Because of its unique advantages in critical features detection from complex BC datasets, deep learning (DL) is widely recognized as the methodology of choice in BC pattern classification and forecast modelling.

This project is aimed to developing an online Blood Donation Information. The entire project has been developed keeping in view of the distributed client server computing technology, in mind. The Blood Donation Agent is to create an e-Information about the donor and organization that are related to donating the blood. Through this application any person who is interested in donating the blood can register himself in the same way if any organization wants to register itself with this site that can also register. Moreover if any general consumer wants to make request blood online he can also take the help of this site. Admin is the main authority who can do addition, deletion, and modification if required. The project has been planned to be having the view of distributed architecture, with centralized storage of the database. The application for the storage of the data has been planned. technologies. The database connectivity is planned using the "SQL Connection" methodology. The standards of security and data protective mechanism have been given a big choice for proper usage. The application takes care of different modules and their associated reports, which are produced as per the applicable strategies and standards that are put forwarded by the administrative staff.