Robel Weldemichael Ghebremedhin

Data Scientist & AI Master’s Student — Machine Learning, Simulation, Intelligent Systems

I design systems that learn, adapt, and respond intelligently to dynamic environments — combining the precision of data science with creative simulation and AI research.

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About Me

I’m Robel Weldemichael Ghebremedhin, a passionate technologist with a Bachelor’s degree in Data Science from the University of Stavanger (UiS), currently pursuing my Master’s in Artificial Intelligence at OsloMet – Oslo Metropolitan University.

My interests lie in applying AI, machine learning, and simulation techniques to solve complex real-world problems — from data-driven optimization to intelligent automation and adaptive systems.

I’m particularly motivated by the challenge of designing systems that learn, adapt, and respond intelligently to dynamic environments. My long-term goal is to contribute to the development of scalable, ethical, and sustainable AI solutions that make a meaningful impact.

Skills

Machine Learning & AI

TensorFlow PyTorch Scikit-learn Keras XGBoost Pandas NumPy

Simulation & Modeling

MATLAB Simulink Custom Simulation Models

Software Development

Python JavaScript React LabVIEW

Professional Attributes

Problem-solving Continuous learning Analytical thinking Collaboration

Experience

2024–2025

Simulation Team Leader — UiS Drillbotics

Led the development of simulation models for autonomous drilling systems, focusing on system optimization and automation.

2025

AI Trainer — Outlier

Contributed to refining and evaluating large language model datasets to improve performance and consistency.

2023–2024

Software Developer — UiS Aerospace

Developed LabVIEW and web-based interfaces for aerospace applications and data visualization.

2023–2024

Student Mentor — Ent3r UiS

Mentored students in math and science, helping them develop analytical and problem-solving skills.

2022

Student Assistant — UiS

Provided academic support and graded assignments for physics courses in electro and data studies.

Projects

2025

Swarm-Based Self-Healing AI Agent

Intelligent, swarm-inspired system for datacenter cooling optimization and autonomous recovery.

AISimulationOptimization

Code

2024

Baseline Energy Hackathon

AI model predicting energy consumption from historical and environmental data.

ForecastingXGBoostML

Code

2023

Online Checkers Game

A full-stack multiplayer checkers game featuring real-time gameplay over WebSockets.

ReactTypeScriptFastAPIWebSockets

Live Demo Code

2024

News Subjectivity Detector

NLP system classifying articles as subjective or objective.

NLPText ClassificationPython

Code

Career Goals

To advance the field of Artificial Intelligence by developing systems that learn, adapt, and enhance decision-making across industries — combining the precision of data science with the creativity of simulation and AI research.

Contact

Reach Out

Interested in collaboration, research, or opportunities? Send a message and I’ll get back to you.

Email: weldemichaelr@gmail.com
LinkedIn: linkedin.com/in/Robel-Ghebremedhin
GitHub: github.com/rabrie10
Phone: +47 92341639