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retail-analytics

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This repository contains results of the completed tasks for the Quantium Data Analytics Virtual Experience Program by Forage, designed to replicate life in the Retail Analytics and Strategy team at Quantium, using Python.

  • Updated Oct 30, 2023
  • Jupyter Notebook

DataSpark is a data analysis project using Python, SQL, and Power BI to analyze global electronics retail sales, focusing on customer behavior, sales performance, product profitability, and store performance to optimize sales strategies.

  • Updated Dec 19, 2024
  • Jupyter Notebook

This project focuses on analyzing sales data from Blinkit, a leading grocery delivery service. Using a real-world dataset, I performed data cleaning in Excel and Power Query, followed by data visualization in Power BI. The result is a dynamic, interactive dashboard that provides KPIs in sales performances across different outlet types & locations.

  • Updated Mar 5, 2025

Data-driven analysis of coffee shop sales using correlation, regression, and causal inference. A Jupyter Book project exploring foot traffic, weather patterns, and business analytics.

  • Updated Feb 7, 2025
  • Jupyter Notebook

Retail-RAG: A Python-based Retrieval-Augmented Generation (RAG) system for business insights using OpenAI GPT and FAISS. Ingests retail data, generates embeddings, and enables semantic search for financial, customer, and operational insights. Scalable API layer for real-time data-driven decision-making.

  • Updated Oct 28, 2024
  • Python

Ever wondered what's on a retail shelf just by looking at a photo? Detect and count retail products from both photos and real-time camera feeds—instantly! This smart and simple app uses YOLOv8 to analyze retail shelves, highlight every product it spots, and give you a clear count.

  • Updated May 11, 2025
  • Jupyter Notebook

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