isaia Zollo

Google Summer of Code 2026 with NumFOCUS for Gridap organization - Developed a neural operator backend (DeepONet, NOMAD) for the Julia SciML ecosystem, adopted as the core architecture for the NonlinearROMs.jl package. - Built dynamic network instantiations using Lux.jl and Reactant.jl (XLA compilation) for fast nonlinear PDE simulations. - Created a local web orchestrator featuring a Julia REST/WebSocket backend and a React frontend for real-time training visualization and hyperparameter management.

- Supervised a team of drivers and coordinated daily schedules for B2B food distribution across Portugal. - Planned and optimized delivery routes to maximize fleet efficiency and meet strict delivery windows. - Collaborated with warehouse staff for stock management and resolved real-time logistical issues.

- Thesis & Research Internship: Conducted a research thesis in collaboration with UPC (Barcelona), CNRS, and TU Delft on "Neural Operators and Physics-Informed Neural Networks (PINNs) for accelerating PDE resolution in cell migration simulations", architecting data-driven neural surrogates in Julia

Internships: - Erasmus+ Traineeship at Negrini (Lisbon): Managed order processing, international invoicing, and logistics operations in a multicultural environment. - Internship at Mesaroli (Verona): Worked in the Agency Department (Freight Brokerage), coordinating outsourced transport and managin