Address Accuracy Enhancement
Developed predictive models to detect and correct address inconsistencies before shipment, improving last-mile delivery success rates and reducing manual handling.
INNOVATION. SIMPLY BUILT.
Hi, I’m Egemen — building & testing ideas that ship at Express speed.
I’m an R&D Specialist at DHL Express, focusing on the data side of innovation — from building reliable systems to exploring how data can drive smarter, faster logistics. This is my personal corner on the internet.
Tip: press H for a tiny honk.
Selected Projects
Pack Station Location Optimization
Developed a geospatial optimization model to determine ideal pack station placements based on delivery density, accessibility, and projected growth, reducing average customer travel distance.
Predictive Routing Optimization
Enhancing address accuracy and optimizing last-mile delivery with predictive models to reduce delays and improve routing efficiency.
Shipment Delay Prediction Dashboard
Created a browser-based dashboard for real-time delay predictions, integrating API data from multiple logistics systems for operational decision-making.
About
I’m an R&D Specialist at DHL Express, exploring the data side of innovation — researching, testing, and shipping ideas that make logistics smarter and faster.
- Now: R&D Specialist @ DHL Express
- Focus: 1% better every day.
- Fun: strong coffee and mechanical watches and saxophone.
Data & ML
Python
Pandas
scikit-learn
XGBoost
SQL
Platforms & Pipelines
Airflow
FastAPI
Docker
GitHub Actions
Mapping & Viz
GIS
MapLibre
Leaflet
Plotly
Matplotlib
Practices
R&D
Experimentation
MLOps
Observability
Vitae
Experience
R&D Specialist — DHL Express
May 2025 – PresentData Engineer — Bosch
Oct 2023 – Apr 2025DWH & Data Engineer — Halkbank
Jul 2023 – Oct 2023ML Researcher — Koç University
Jul 2023 – Jul 2024Data Engineer Team Lead — Jeton Digital
Mar 2023 – Jun 2023Data Engineer — Jeton Digital
Sep 2022 – Mar 2023Data Scientist Intern — SmartOpt
Jul 2022 – Aug 2022Education
Computer Engineering — Bahçeşehir University
Sep 2020 – Jan 2025Management Information Systems — Istanbul University
Oct 2022 – PresentPublications
Predictive Machine Learning Framework for Address Error Detection in Logistics System
2025Simulation Applications in the Logistics Industry: Systematic Literature Review
2025Predicting IMF Lending Decisions: An Analytical Approach
2024Earthquake Emergency Response Robots: Design, Development, and Implementation
2024Contact
Let’s talk
Best way: erogluegemen@gmail.com
Resume
If you’d like a PDF resume, ping me!
I’ll send the freshest version.