I am a PhD candidate at the University of Münster. My research focuses on the applications of machine learning and large-scale computing in search engines. I am passionate about embracing new challenges and continuously expanding my expertise.

A novel machine learning model for efficient search using a small set of positive and negative examples with range queries.

A geospatial search engine that rapidly searches large satellite imagery collections using decision branches and indexing.

An interactive text-image search engine that enhances traditional search by incorporating user feedback for fine-tuning.

A highly efficient Python library for k-d trees using Cython for performance improvements in nearest neighbor search.

A deep learning project mapping individual trees and shrubs across South Africa for ecological research.