Portfolio
Mars Crater detection with YOLOv8
June 2024This project focuses on implementing YOLO8 to detect craters on Mars
A Machine Learning Approach for Early Detection of Endometriosis Based on Symptom Experience
Mars 2024Focuses on using ML to develop a self-diagnostic endometriosis tool based solely on patient-reported symptoms, achieving an F1-score of 0.92 and accelerated diagnosis via a concise set of 24 symptoms, utilizing an 800- example dataset
Text2SQL
January 2024Text2SQL model for instructed-based generation of SQL queries from natural language with Llama2 and SQLCODER-34b achieving a 90% execution accuracy
Travelling Salesman Problem
June 2023Study and comparison of approximate solution methods (nearest neighbor heuristic, 2-opt algorithm), with proposal of a metaheuristic based on swarm intelligence