Raghda Ghonema
I am an AI and Machine Learning Engineer with hands-on industry experience in building scalable, data-driven solutions.
About
I am an AI and Machine Learning Engineer with hands-on industry experience in building scalable, data-driven solutions. Currently, I am completing my Master’s thesis in Artificial Intelligence and Machine Learning at TU Darmstadt. My focus is on Agentic Compositional Spatial Reasoning using Spatial Rules as a Knowledge Bank. I aim to translate complex models into real-world impact within large enterprise environments.
- 2 years' experience
- Joined January 2026
Skills· 1
Languages
- EnglishFluent
- ArabicFluent
- GermanIntermediate
Industry experience
- Computers & Electronics
- Consumer Goods
- Education
- Software & Internet
Work experience· 4 roles
Led data-driven demand planning and forecasting for Gulf & Levant markets using large-scale time-series data. Built and deployed a Python-based forecasting customization tool, improving forecast accuracy by 15–25%. Reduced overall forecasting error by approximately 20% through data analysis.
Integrated and supported AI-enabled CCTV and video analytics systems. Collaborated with cross-functional teams to deploy and troubleshoot AI surveillance solutions and assisted in diagnosing system-level issues.
Developed a Generative Adversarial Network (GAN) to generate realistic images from noise in a federated learning setting. Tuned model architectures to improve stability and image quality.
Education
Certifications and awards· 5
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