Bigmart Sales Prediction

Here i predict annual sales of bigmart outlets based on some features like price ,location ,product and all that . Using statistical analysis , data visualization , data processing , machine learning algorithms and ensemble learning method . And build an user friendly app using Streamlit.

Financial sentiment Analysis Using NLP

Implemented Natural Language Processing techniques to analyze financial news and sentiments from social media platforms.Trained a model to discern market sentiments, facilitating data-driven investment decisions. Leveraged Python, NLP techniques, data visualization, classification algorithms.

LLM Chatbot for Technical Question Answering

In this project, I created an LLM model using Langchain, Google PaLM API, and Hugging Face. It provides answers to queries. I utilized a generative AI model for scripting, embedding to transform the database, and prompting for accurate answers, aiding users in gaining knowledge of technical skills.

Image Deccription genertor

Our project creates image descriptions using CNN for feature extraction, Transformer Encoder-Decoder for context understanding, and pooling for efficiency. This model generates accurate and context-rich captions for images, useful for tasks like image captioning and accessibility.

Online App Customer Churn Prediction

I perform customer churn analysis to identify factors contributing to customer attrition and then conduct customer segmentation analysis to tailor marketing efforts to different customer segments.You have access to a Retail Store Customer Dataset, which includes customer information, order history,