You will get a Smart Business Forecasting Dashboard with ML & ETL
Project details
As a data-driven professional, I specialize in building Smart Analytics for Business Forecasting solutions that help companies transform raw data into strategic foresight. This project delivers a complete end-to-end pipeline — from data extraction, cleaning, and preprocessing (ETL) to EDA, feature engineering, and forecasting model development. Using both statistical methods (ARIMA, SARIMA, Exponential Smoothing) and machine learning algorithms (Random Forest, XGBoost, Linear Regression), I ensure accurate trend predictions tailored to your business objectives.
You’ll receive clear forecasting insights for sales, demand, revenue, or inventory, visualized through interactive dashboards (Streamlit/plotty) designed for real-time analysis. The final deliverable actionable intelligence you can trust for data-driven decision-making.
With expertise in Python, pandas, scikit-learn, NumPy, and visualization tools, I create production-ready, customizable forecasting systems that align with your KPIs and growth goals. Whether you’re a startup optimizing resources or an enterprise improving predictability, I can help you build a reliable analytics framework that scales with your business.
You’ll receive clear forecasting insights for sales, demand, revenue, or inventory, visualized through interactive dashboards (Streamlit/plotty) designed for real-time analysis. The final deliverable actionable intelligence you can trust for data-driven decision-making.
With expertise in Python, pandas, scikit-learn, NumPy, and visualization tools, I create production-ready, customizable forecasting systems that align with your KPIs and growth goals. Whether you’re a startup optimizing resources or an enterprise improving predictability, I can help you build a reliable analytics framework that scales with your business.
Machine Learning Tools
NumPy, pandas, Python, Python Scikit-Learn, scikit-learn, SciPy, XGBoostWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 1 | 3 | 3 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
About Palak
AI Engineer |GenAI, LLMs, Deep Learning |Data Analyst |SQL, Python, ML
Bengaluru, India - 9:07 pm local time
✔ Data-Driven Approach: I leverage real-world data to build actionable insights and AI-powered solutions.
✔ Industry Experience: I have worked across finance, healthcare, and economic analytics projects.
✔ Clear Communication: I ensure strong client relationships and project transparency.
✔ High-Quality Deliverables: My work is backed by thorough research, data validation, and performance optimization.
Steps for completing your project
After purchasing the project, send requirements so Palak can start the project.
Delivery time starts when Palak receives requirements from you.
Palak works on your project following the steps below.
Revisions may occur after the delivery date.
Data Collection & ETL Setup
I’ll extract and consolidate your raw business data from multiple sources (CSV, API, or database), perform cleaning, transformation, and loading (ETL) operations to ensure structured, analysis-ready data.
Exploratory Data Analysis (EDA)
I’ll analyze data patterns, detect anomalies or outliers, handle missing values, and visualize key business trends (sales, demand, or revenue) to uncover hidden insights and define modeling strategies.