🕷️️ Job Radar • SCRAPING

upwork.com 🟠 2026-05-22

🔹 Sales Forecasting and Customer Insights Engine
👤 Client: 🇮🇳 India Member since 2026-05-21
💰 Price: ****
🚩 Problem: Raw sales data requires processing and predictive modeling to identify revenue trends and customer behavior patterns.
📦 Existing: CSV/Excel datasets containing product sales, purchase history, revenue trends, transactions, and regional performance.

Specifications:

[Target] Sales forecasting and customer behavior analysis
[Method] Exploratory Data Analysis (EDA), Regression, Predictive Modeling
[UI/UX] 4–6 professional charts and visualizations
[Stack] Python (Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Plotly), SQL
[Format] Jupyter Notebook, Cleaned Dataset, PDF/Word Summary Report

Workflow:

1. Data ingestion and preprocessing (cleaning, deduplication, missing value handling)
2. Exploratory Data Analysis (EDA) for trend and pattern identification
3. Visualization of key business metrics and regional performance
4. Machine learning model implementation for sales forecasting
5. Model evaluation and final insight reporting