Smart Inventory Management System Using AI for Demand Forecasting
PinsoutRetail TechnologyProject Objectives:
Develop an inventory system that uses AI to forecast product demand, manage stock efficiently, and prevent overstock or stockouts.
Project Tasks:
Create database for inventory, orders, and suppliers.
Implement secure user login and access control.
Develop CRUD operations for inventory items.
Preprocess historical sales data for AI modeling.
Apply regression or ML forecasting models for demand prediction.
Generate alerts for low or overstocked items.
Design dashboards for inventory trends and predictive analytics.
Conduct performance and accuracy testing.
Document system architecture, AI workflow, and usage instructions.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Data Analytics & Performance EvaluationHealthcare Data Preprocessing & Feature EngineeringFull-Stack Web Development (React / Angular / Vue + Node.Js / Django / Spring Boot)Machine Learning & Time-Series ForecastingDatabase Design & Inventory Management Logic
