My projects

Personal web page

I have developed this website to improve my knowledge in web application development using Django, HTML and CSS. The application is hosted on an EC2 cloud server on AWS.

Technological stack
PhD Thesis and papers

I hold a PhD cum laude with a thesis about Neuroscience and Deep Learning. I have written scientific papers about neuromorphic chips, brain simulation, deep learning, and big data applications in pharmaceutical and bioinformatics.

Technological stack
Sign language translator

Application for real-time translation from sign language to text. Use of open-cv for video processing. Use of landmark detection models and training of classification models.

Technological stack
Hack4NF 2022

Best page award in a hackathon about a rare disease called Neurofibromatosis. I have trained models to predict cancer types using genomic and clinical data. Use of NLP techniques for clustering genes. Development of a web application to analyze the results.

Technological stack
Sentiment analysis

Sentiment analysis using Machine Learning models (BERT, LightGBM, Logistic Regression). Use of SHAP explainability technique to get the most important words. Visualization using word clouds.

Technological stack
Dashboard Covid data

Use of covid data to analyze the temporal evolution by country. Preparation of a dashboard using plotly and streamlit. Use of geospatial data to make covid incidence maps by country.

Technological stack