Omran Kaddah

* Developed and maintained ML models, focusing on clustering algorithms for article features and duplicate detection. These models are integral to supplier comparison, standardised article patching, and margin calculation, playing a key role in the company's B2B online platform and revenue generation. * Conducted data analysis and visualisation in R and Julia to evaluate ML models performance and analyse supplier product sales. * Data Engineering. * Designed and implemented RAG and Agentic systems

Worked on the topics of Disentangled Representation Learning, and Representation learning and Community Detection in Graphs. Tasks included collaborating with other researchers to analyze and review literature, test various baselines and codebases, propose and implement models with PyTorch, and develop tools for performing qualitative and quantitative model comparisons.

Organized and conducted exercise sessions for the courses Programming Language C and Machine Learning.