ML Research Engineer Intern
Oct 2024 - PresentSiemens Digital Industries Software
Core Tasks:
- Developing transformer neural networks for fast numerical parametric Partial Differential Equations solvers.
Intro
- Master's student in High Performance Computing Engineering at Politecnico di Milano.
- Interested in Scientific Machine Learning and AI for Math.
- Full-time ML Research Engineer Intern at Siemens Digital Industries Software.
- Contributor in Project Numina, working on synthetic data pipelines for LLMs to advance AI in mathematics.
Work Experience
Open Source Contributor
Aug 2024 - PresentProject Numina
Mission: Fostering the development of artificial intelligence in the field of mathematics.
Core Tasks:
- Contributing to the synthetic data pipeline for LLMs.
Education
MSc in High Performance Computing Engineering
Mar 2023 - PresentPolitecnico di Milano, Italy
BSc in Mathematical Engineering
Sept 2019 - Sept 2022Politecnico di Milano, Italy
Projects
-
C++ & CUDA Parallel Monte Carlo Methods
Report -
Finite Elements for Neurodegenerative Diseases
Report -
Time Series Forecasting with Deep Learning
Report -
CNN for Plant Health Identification
Report - ROM with POD-Neural Network & POD-Galerkin for Parabolic Boundary Value Problems
-
Deep Learning ROM for the Unsteady Navier-Stokes Equation
Report
Lecture Notes
Technical Skills
- Programming: Python, C/C++, CUDA, OpenMP, MPI
- Libraries: PyTorch, TensorFlow, deal.II, FEniCS, Eigen, Trilinos
- Tools: Git, Jenkins, CMake
- Operating Systems: Unix, Linux, Windows