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Harish Chandra's Projects

-topic-modeling-and-text-analysis-project icon -topic-modeling-and-text-analysis-project

This project showcases an end-to-end workflow for topic modeling and text analysis using a variety of machine learning and natural language processing techniques. The goal of this project is to extract meaningful topics from a collection of text documents, enabling insights, categorization, and understanding of the underlying themes in the data.

appliance-energy-prediction icon appliance-energy-prediction

Predicted residential energy consumption using Linear Regression, Random Forest, and XGBoost models. Random Forest showed best performance, offering insights into energy usage patterns. Code and results on GitHub for reference and optimization.

automated-data-downloader icon automated-data-downloader

This is a python selenium based program which is capable of downloading automatically data from a well known data source WOS (web of science)

customer-analysis icon customer-analysis

This is an end to end project, about the customer behavior on an online store like their favorite category to shop, favorite method of payment, revenue generated by the store monthly as well as yearly and many more

email-campaign-effectiveness-prediction icon email-campaign-effectiveness-prediction

Predict email campaign outcomes (ignored, read, acknowledged) using ML. Optimize marketing strategies based on email features. Enhance customer engagement and business growth.

salaes-insights icon salaes-insights

The sales insights project demonstrates how, as a data analyst, I help Bhain Patel, the company's sales director, in tracking the ground truth with the help of data generated by their billing software. This project aims to address a real problem that AtliQ Hardware Company is facing, which is experiencing continuously decline in sales, is facing.

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