İzzet Can Özbaş

Engineer & Researcher

Focusing on Integrated Logistics Support (ILS), AI, and Data Science.

Selected Works
ATA Architecture

A holistic decision support framework for ILS, integrating Predictive Maintenance, MRO, and spare parts optimization.

System Architecture Predictive Maintenance MRO
AI-Driven Demand Forecasting

Predictive modeling for intermittent & lumpy demand in aerospace logistics, using advanced ML to outperform traditional methods.

Python Machine Learning Statistics
Semantic Data Standardization Engine

A hybrid engine combining deterministic algorithms with Local LLMs to unify messy data for clean analytics.

LLM Hybrid NLP Regex
Custom In-House ERP

Developed a specialized ERP solution to manage operational workflows.

SQL VBA Database Design