RESEARCH & PUBLICATIONS

Questions worth
investigating.

My research explores the relationship between data, intelligent systems, urban mobility, and sustainable software.

01 / SELECTED PAPERS
01

Poster presentation · 2025

Graphing the Jam: GNSS-Powered Modeling and Forecasting of Urban Traffic Congestion

NetMob 2025 Conference

A research project using GNSS data to model urban traffic patterns and forecast congestion, with the goal of helping cities understand mobility at scale.

Paris, France

02

Conference paper · Springer CCIS Proceedings · 2025

Analyzing Software Resource Consumption Data for Sustainable Green Software Development

5th International Conference on Applied Intelligence and Informatics (AII 2025)

A predictive model for reducing and optimizing energy consumption in software systems by turning resource-consumption data into practical sustainability insights.

Washington, D.C., USA

03

Under review · 2025

Machine Learning-Based Multi-Objective Optimization Framework for Energy–Latency Tradeoff in Sustainable Cloud Communication Systems

SN Computer Science · Springer Nature

A machine learning framework that explores the balance between energy efficiency and latency in cloud communication systems.

Manuscript in review

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