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Solution for a customer churn prediction competition judged by BCG X. Includes data processing, model training, evaluation, and inference scripts. Status: completed.
Framework for temporal edge regression using advanced Graph Neural Network architectures. Experiment I did while writing my BSc theoretical thesis on Graph Neural Networks. Status: completed.
Vectorization of WHO's ICD-11, augmenting descriptions with hierarchical information and Llama3-OpenBioLLM-generated content. Evaluation of seven embedding models across a wide array of tasks. Part…
Submission for Tilburg University's Decision Support Systems BSc course. Machine Learning pipeline for motivational letter classification and matching to relevant job categories. Using Open AI's GP…
Study of the Covariance Matrix Adaptation Evolution Strategy. Applied to Model Merging of LLMs and Portfolio Optimisation using the Markowitz model. For Bocconi University's Computational Modelling…