Alex Ghaitanellis
Data Science Lead
Singapore
Summary
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Top SchoolAlex Ghaitanellis is a Data Science Lead with eight years of experience bridging rigorous fluid mechanics research and practical ML-driven product development, currently based in Singapore. Trained as a process engineer with a PhD in fluid mechanics, he developed specialized SPH models for multi-phase sediment transport and translated those simulation insights into ML applications such as CNN-based post-processing for experimental PIV images. He has moved between industry, academia and startup ecosystems—EDF R&D, NUS, Entrepreneur First and roles at Musiio, Yara and discovermarket—building a rare combination of domain modeling, product-minded data science and investor-facing communication. At discovermarket he now leads data science and sustainable risk management, applying physics-informed thinking to commercial analytics and proposition design. Notably, his background in Lagrangian particle methods and self-taught ML enables him to tackle complex physical systems with both first-principles models and modern data-driven tools.
7 years of coding experience
4 years of employment as a software developer
Engineer’s Degree, Energy, Thermodynamics, Fluid Mechanics, Engineer’s Degree, Energy, Thermodynamics, Fluid Mechanics at Université de Technologie de CompiègneCertificate course, Artificial Intelligence: Implications for Business Strategy, Certificate course, Artificial Intelligence: Implications for Business Strategy at MIT Sloan School of ManagementMaster’s Degree, Fluid mechanics, Master’s Degree, Fluid mechanics at Université Paris Sud (Paris XI)Doctor of Philosophy (Ph.D.), Fluid mechanics - Numerical simulations - Sediment transport, Doctor of Philosophy (Ph.D.), Fluid mechanics - Numerical simulations - Sediment transport at Université Paris-Est
Github Skills (8)
multi-gpu10
particle9
fsi9
cuda9
hydrodynamics8
gpu8
smoothed-particle-hydrodynamics8
hpc7
Programming languages (1)
Github contributions (2)
GPUSPH/gpusph
May 2018 - Feb 2020
The world's first CUDA implementation of Weakly-Compressible Smoothed Particle Hydrodynamics
Contributions:71 commits, 1 comment in 1 year 8 months
cudaparticlegpucompressiblesmoothed-particle-hydrodynamics
remingtonCarmi/SPHLab
Dec 2018 - Dec 2018
Contributions:2 branches in 1 day
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