A curated slice of applied work across graph ML, NLP, geospatial analytics and observational astrophysics.
Geospatial tooling for trade-area analysis, optimal store location and density heatmaps on the Spectus mobility dataset.
Graph traversal and active-node classification to surface a trusted community of energy experts from the open Twitter mentions/retweet network.
Fine-tuned BERT-family transformers to score corporate reputation signals across very large multilingual news and social corpora, presented at Machine Learning Prague 2023.
Interactive AI-based digital medical device supporting pediatricians and family doctors in the early diagnosis of rare diseases, built on a Bayesian decision chain.
Advanced visualization for contrastive text analysis using Scattertext, applied to reputation and OSINT corpora at Eni.
Constraints on the structure and seasonal variations of Triton's atmosphere, derived from a multi-site stellar-occultation campaign. Published in A&A (2022).
