NeuroStorm
Predictive model linking geomagnetic storm data with stroke risk, developed in a cross-functional team. Presented via interactive dashboard and awarded 1st place in the CASSINI Hackathon (Germany 2025)

BioRAG
RAG system to answer questions on topics related to the use of Machine Learning and AI in biology

Bone Fracture Classifier
Convolutional Neural Network trained to classify bones as fractured (1) and not fractured (0)

DrIDENT
Transfer Learning model trained to recognize images of solid pharmaceuticals

https://github.com/nitro381penta/pill-recognition-app

Convolutional Neural Network that classifies images into one of 10 classes with deployment via Flask

Model training to automate the processing of customer feedback by classifying reviews as ‚Positive‘, ‚Neutral‘ or ‚Negative‘ (deployment via Streamlit)

Exploratory data analysis on the impact of using Virtual Reality in education