You will get AI Demand Forecasting System for Retail Sales Prediction
Rising Talent
Rising Talent
Project details
Production-ready AI demand forecasting system designed for accurate retail sales prediction and assortment optimization.
I build scalable forecasting solutions that help retailers predict product demand more accurately across stores, reduce stock shortages, minimize overstock, and improve planning decisions.
This system is built specifically for real-world retail conditions, including delayed data availability, store diversity, and complex sales patterns.
Perfect for:
• Retail chains
• Ecommerce platforms
• Inventory planning teams
• Assortment optimization workflows
What you get:
• Accurate multi-horizon sales forecasting (7-day / 14-day)
• SKU-level demand prediction across stores
• Store and product clustering for higher precision
• Robust feature engineering for retail seasonality
• Production-ready forecasting pipeline
• Scalable retraining with new sales data
Designed not just for offline model accuracy, but for stable real-world forecasting performance after deployment.
I build scalable forecasting solutions that help retailers predict product demand more accurately across stores, reduce stock shortages, minimize overstock, and improve planning decisions.
This system is built specifically for real-world retail conditions, including delayed data availability, store diversity, and complex sales patterns.
Perfect for:
• Retail chains
• Ecommerce platforms
• Inventory planning teams
• Assortment optimization workflows
What you get:
• Accurate multi-horizon sales forecasting (7-day / 14-day)
• SKU-level demand prediction across stores
• Store and product clustering for higher precision
• Robust feature engineering for retail seasonality
• Production-ready forecasting pipeline
• Scalable retraining with new sales data
Designed not just for offline model accuracy, but for stable real-world forecasting performance after deployment.
Machine Learning Tools
pandas, PythonWhat's included
| Service Tiers |
Starter
$8,000
|
Standard
$12,500
|
Advanced
$16,000
|
|---|---|---|---|
| Delivery Time | 30 days | 45 days | 60 days |
Number of Revisions | 0 | 0 | 0 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
About Sergei
AI & Machine Learning Expert. 10+ years of experience
Almaty, Kazakhstan - 1:35 pm local time
With 10+ years of experience in AI and machine learning, I have successfully delivered 30+ projects across fintech, retail, biotech, and oil & gas. My work covers the full machine learning lifecycle - from data pipelines, feature engineering, and model development to deployment, monitoring, and business impact assessment.
I can help you with 🧑💻:
• Predictive modeling and forecasting
Building models that support smarter planning, risk assessment, customer analytics, and operational decisions.
• Recommender systems
Designing personalization engines for products, content, offers, and customer experiences.
• Computer vision
Developing image recognition, object detection, classification, and visual inspection solutions.
• NLP, speech, and document AI
Creating systems for text analysis, document processing, speech-related workflows, and automation of unstructured data.
• End-to-end ML solutions
From raw data to production-ready models, including data preparation, model training, deployment, and performance evaluation.
Clients work with me when they need more than just model building - they need a strategic technical partner who understands both AI and business outcomes. I focus on clear communication, practical implementation, and solutions that are reliable, scalable, and aligned with your goals.
Let’s discuss how AI can create real value for your business 🤝
Steps for completing your project
After purchasing the project, send requirements so Sergei can start the project.
Delivery time starts when Sergei receives requirements from you.
Sergei works on your project following the steps below.
Revisions may occur after the delivery date.
Business & Data Analysis
Data Preparation & Feature Engineering