Ludwigshafen am Rhein, Rhineland-Palatinate, Germany
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Summary
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Senior
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Top School
Sandip De is a Principal Scientist with 11 years of industrial research experience, currently leading global teams at BASF in solid-state quantum mechanics and machine learning for chemistry. He specializes in catalyst development and materials modelling for applications including heterogeneous catalysis, electrolysis and battery research, bridging theory and experiment to drive sustainable solutions. His background spans postdoctoral work at EPFL and a PhD in Physics from the University of Basel, combining deep academic rigor with practical impact in industry R&D. Sandip also contributes to open-source scientific software, optimizing core data structures in the widely used PLUMED2 code to improve performance of sketch-map routines. He is based in Ludwigshafen am Rhein and known for merging quantum simulation, ML and engineering pragmatism to accelerate materials discovery.
11 years of coding experience
8 years of employment as a software developer
Bachelor's Degree Physics, Bachelor's Degree Physics at St Xavier's college, kolkata
Post doctorate Machine Learning | Materials Modeling , Post doctorate Machine Learning | Materials Modeling at EPFL
Master's Degree Physics, Master's Degree Physics at Savitribai Phule Pune University
Doctor of Philosophy (Ph.D.) Physics, Doctor of Philosophy (Ph.D.) Physics at University of Basel
Contributions summary:Sandip contributed to the optimization and improvement of the `Grid` class, a core component for data storage and manipulation within the PLUMED2 project. They focused on enhancing the efficiency of sketch-map routines by addressing performance bottlenecks related to copying standard vectors within the grid. These changes involved modifying and refactoring several methods of the `Grid` class to improve speed, performance, and overall code quality. They also contributed to other relevant files, such as `SketchMapConjGrad.cpp` and `SketchMapBase.cpp`, including fixing bugs and adding the `lowmem` option to `EuclideanDissimilarityMatrix`.
Contributions:69 commits, 2 PRs, 33 pushes in 2 years 5 months
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