RitAreaSciencePark

Computational tool that automatically retrieves, organizes, and analyses data related to protein crystallization conditions from the Protein Data Bank (PDB)

DPCexplorer: An open-science, browser-based web application built with Django for the interactive exploration, search, and visualization of sequence-based (DPCfam) and structure-based (DPCstruct) protein domain metaclusters.

Code and analytical solutions for the optimal control of a mesoscopic information engine. Evaluates finite-time transport of an overdamped particle in an optical trap under costly measurement via a POMDP framework. Maps exact thermodynamic boundaries for discrete and continuous-measurement Maxwell demons.

Geometry of Tokens in Internal Representations of Large Language Models

Persistent Topological Features in Large Language Models

Web app for governed S3 bucket management on Ceph RGW via RGWSquared, deployed on Kubernetes.

Protein Protein Interaction Sites Prediction - ESM3-PPISites

Codegen-driven async ML API platform on Kubernetes: BentoML, Redis, KrakenD, PostgreSQL usage tracking. Multi-service SEM image classification.

Automated Bayesian pipeline for NEXAFS spectroscopy: instead of single best-fit values, it recovers full posterior distributions over spectral parameters via parallel global optimisation and Hamiltonian Monte Carlo, with automated HPC diagnostics. Applied to multiplexing Ti L₂,₃ and La M edge operando data from APE-HE line at ELETTRA Syncrothron.