Research Interest
Interoperable transit and freight rail service AI & blockchain.
Resource optimization and investment analysis.
ITS and AI in demand prediction in transport and supply chain.
Rail Transit and Freight
Project Management
Demand Forecasting and Logistics
Research
Direct demand model development for Addis-Djibouti Rail & Road transport thesis, Addis Ababa Univeristy
Addis Ababa city public transport challenges, conference preceding, Addis Ababa Institute of Technology
PTS in US railroad industry CEE 5414, Michigan Tech
Transport cost optimization using linear programming CEE 5760, Michigan Tech
Multimodal railroad and road in supply chain- AI & Blockchain BA 5610, Michigan Tech
Structural analysis and design
Engineering estimation & contract administration
Project quality control & supervision
Road and Rail design
Data management & documentation
Skill