⚠️ Demo Project

This is a placeholder project showcasing my portfolio design. I'm currently updating with real work samples.

PythonPredictive ModelingSupply ChainOptimization

Inventory Optimization Model

Built a predictive model to optimize inventory levels across multiple warehouses

Completed: December 2022

Client: Distribution Company

Python, pandas, scikit-learn, TensorFlow, Prophet

Project Overview

A Python-based predictive model that uses historical sales data and machine learning to optimize inventory levels and reduce carrying costs. The model forecasts demand, identifies optimal reorder points, and suggests stock allocations across distribution centers.

Tools & Technologies

Pythonpandasscikit-learnTensorFlowProphet

Key Outcomes

24%

Reduction in inventory carrying costs

18%

Improvement in forecast accuracy

$1.2M

Annual savings in operational costs