Udit Pillai
Staff R & d Engineer @Synopsys Inc
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WORK HISTORY
Staff R & d Engineer @Synopsys Inc
Glasgow, GB
High-performance C++ numerical simulation systems on Linux- PDE solvers, nonlinear optimisation, and multi-threaded programming- Python-driven simulation workflows and automation- PyTorch LSTM/RNN models for time-series forecasting- Model Order Reduction for faster large-scale simulations
EDUCATION
Birla Institute of Technology and Science, Pilani
Bachelor of Engineering - BE (Hons.), Mechanical Engineering
University of Nottingham
Doctor of Philosophy - PhD, Computational Methods
RWTH Aachen University
M.Sc., Simulation Sciences
ABOUT UDIT PILLAI
High-performance simulation software developer with 8+ years of experience building scalable numerical simulation engines for large-scale PDE systems. Strong background in computational mathematics, numerical simulation, optimisation, parallel computing (OpenMP, TBB, MPI) and machine learning. PhD in Computational Methods with deep expertise in numerical linear algebra, Monte Carlo techniques, and model acceleration methods.Interests :>> Numerical modelling / Computational simulations >> Code development for simulation software>> Data-driven modelling >> Machine learning/ Artificial Intelligence >> Parallel programming>> Finite Difference Method (FDM)>> Finite-Element Method (FEM)Key Skills:>> Programming : C++, OOP, Python (NumPy, SciPy), Multi-threading (OpenMP, TBB), MPI, Performance optimisation, C, Fortran, Tcl, MATLAB, Boost>> Advanced numerical methods : PDE solvers (FDM/FEM), Sparse linear solvers (CG, GMRES, Multigrid), Machine Learning (ML), Optimisation (Newton methods, Gradient Descent), Monte Carlo, Model Order Reduction (MOR).>> System/Tools : Linux, Windows, VS Code, Perforce, Github Copilot, Cursor, JIRA, MS Office
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