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sales-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

🚀 Pipeline ETL completo para análise de dados de vendas com PostgreSQL, Python e geração de relatórios PDF. Processa produtos, vendas e empregados com tratamento robusto de qualidade de dados, validação de integridade referencial e exportação para formato Parquet.

  • Updated Aug 27, 2025
  • Python

🚀 AI Sales Brain - Intelligent conversational AI assistant that helps sales teams automate workflows, prepare meetings, handle objections, and close more deals through natural Chinese conversation

  • Updated Nov 4, 2025

SmurphCast – percentage‑first time‑series forecasting (churn, CTR, conversion, retention) with additive + GBM + ES‑RNN stacking and automatic model selection. 100 % Python, CPU‑friendly, explainable.

  • Updated Apr 24, 2026
  • Python

A Power BI project analyzing sales, profit, customers, regions, products, and shipping performance of a retail superstore. The dashboard provides a 360° view of business performance with KPIs, trends, and actionable insights.

  • Updated Sep 6, 2025

Full-stack AI-powered CRM: sales tracking, events calendar, employee performance ML, rewards, and a PyTorch chatbot. Lead classification with 82% accuracy on 10K+ records. Built with Flask, MySQL, PyTorch, and scikit-learn.

  • Updated Apr 21, 2026
  • CSS

Interactive Excel dashboard connected live to MySQL via Power Query. Visualizes $8.58M of bike sales across 3 years, 3 stores, and 3 states with Slicers for real-time cross-filtering. Pivot-driven KPI tracking by year, state, store, sales rep, and product category. Cuts reporting prep 40%.

  • Updated Apr 21, 2026

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