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Pradyoth SP's Projects

backorder-prediction icon backorder-prediction

This is a Django web application that uses machine learning to predict whether a product will go on backorder or not. It uses a pre-trained Random Forest Classifier, Decision Tree and LGBM models to make predictions based on various features such as product availability, lead time, and more.

bd-pipeline icon bd-pipeline

This project involves building a big data pipeline to source, process, and visualize data. The pipeline consists of multiple steps, including data sourcing using Python, Kafka for data streaming, Apache Spark for ETL processing, and Tableau for data visualization.

customer_segmentation_clustering icon customer_segmentation_clustering

This project aims to use k-means and Agglomerative clustering to segment customers into different groups based on their characteristics and purchasing habits. The goal is to understand the similarities and differences between the customer segments, which can help inform marketing strategies and target specific groups of customers.

dv-world-energy-consumption icon dv-world-energy-consumption

The "World Energy Consumption Visualized" project uses interactive visualizations to explore the dynamic connection between global energy consumption and economic prosperity, offering insights through D3.js and Our World in Data's dataset.

openface icon openface

Face recognition with deep neural networks.

saleor-platform icon saleor-platform

All Saleor services started from a single repository with docker-compose.

song_api icon song_api

Creating Django Rest API for song, audiobook, podcast

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