- Tel (Mob): 07813661626
- lintern121184@gmail.com
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Languages I prefer developing with: C, Modern C++ and Fortran. However, I've got a decent amount of experience using MATLAB & Python from my time working in the Oil & Gas and HR/Retail Analytics industries.
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Machine Learning (Fluid Dynamics). E.g. Application of Deep Learning Algorithms/Methods for replacing or augmenting Conventional Numerical Solvers in Fluid Dynamics.
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Machine Learning (Natural Language Processing). I've used this in a couple of jobs and it proved to be very informative. E.g. I used Sentiment Analysis while working at Tesco to understand customer opinions of Tesco products.
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Computational Science.
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Scientific Programming: E.g. Modelling and Simulation of problems in Fluid Dynamics & the Physical Sciences.
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viscousRiver: a Modern C++ solver for modelling a Viscous Fluid flowing through a Channel. Makes use of the Finite Element Method (FEM) and the Eigen Template Library (Eigen) for the Algebra.
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2D-NavierStokes_Flow: a Modern C++ solver for solving the 2D Navier-Stokes Equations for a fluid in a River/Open Channel. Makes use of the Eigen Template Library (Eigen) to implement the Successive Over Relaxation (SOR) Algorithm. This project is essentially a C++ version of the NavierStokes-2D-ChannelFlow Fortran solver. However, instead of using Finite Differences it will use the Finite Element Method (FEM).
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SORC++: Using Modern C++ and Eigen to implement the Successive Over Relaxation (SOR) Algorithm. This will be used for the 2D-NavierStokes_Flow project.
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Re-developing the NavierStokes-2D-ChannelFlow Fortran Solver from a Serial to a Parallel version, making use of OOP techniques and the OpenMP API.
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fastFLOW: a solver for either burgerFLOW or viscousRiver, using the SYCL Framework, the Finite Element Method and the Eigen C++ Template Library. Initially this will be a project that looks at applying Heterogeneous Computing to Fluid Dynamics. If this works out, I'd like to incorporate some sort of Neural Network.
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sigPro. This is a Dynamic Library (.SO) developed in Modern C++, (hopefully C++20), which allows the user to perform basic Signal Processing tasks. E.g. converting temporal data into frequency data via the Discrete Fourier Transform (DFT).
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fastDFT. Using OpenCL to develop a solver for the Discrete Fourier Transform (DFT).
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lidFlowFVM. This is a C++ solver, which models Lid-Driven Cavity Flow. The Discretization Method used will be the Finite Volume Method (FVM). Everything else will be developed by myself.
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Developing Unit Tests for a number of solvers developed in C. See repositories from High Performance Computing Applications for Physical Simulation.
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A Dynamic Library called cfvmLib, developed in C++, (hopefully C++20), for problems in Fluid Dynamics. The Discretization Method used will be the Finite Volume Method (FVM). Linear problems will be tackled first; hopefully Non-Linear problems will be tackled not too far down the line!
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Linux Kernel called basix.
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Operating Systems: Three Easy Pieces. I've been meaning to read this for years!
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Compiler using C. Language implementation will (hopefully) be with Rust.
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Operating System developed in Rust. Project Name: ros.
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RDBMS (SQL) developed in C++. Hopefully look at doing this with C++20. Project Name: CDB++.
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Distributed File System development in Golang. Project Name: GoDistIt.
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Rust version of Git. Project Name: RustIt.
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Compiler Development using LLVM.
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Heterogeneous Programming: Using SYCL to develop a Numerical Solver for the Linear 2D Heat/Diffusion Equation. Could be any Partial Differential Equation; TBC.
Some projects I'm quite chuffed with.
- Boundary Value Problem (BVP) Library.
- Application of the Shallow Water Equations to Problems in Oceanography & Planetary Atmospheres.
- Navier-Stokes Equation Solver for 2D Open Channel Flow.
- Application of the U-Net Convolutional Neural Network to Classify Salt and Sediment Structures in Oil & Gas Reservoirs.
- viscousRiver; A Modern C++ Solver which uses the Finite Element Method and the Eigen Template Library to Model a Viscous Liquid Flowing through an Open Channel/River.