Nitinย Singh
Senior Operations Research Scientist
Bengaluru, Karnataka, India
Summary
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Top SchoolNitin Singh is a Senior Operations Research Scientist with nine years of experience blending optimization, machine learning and physics-informed modelling to deliver commercial impact at Shell. He builds large-scale MILP/MINLP frameworks, Pyomo/CPLEX/SCIP solutions and DRL systems for problems from LNG portfolio and fleet scheduling to compressor network power reduction and windfarm layout. His PhD in Computational Physics underpins a knack for inverse-design and mechanistic thinking that he applies to data-driven real-time optimization and extreme-event forecasting. Notably, his DRL inventory and scheduling approaches have outperformed classical baselines by 1โ3% in annual profit, and his compressor optimization reduced network power draw by 1โ2%. Based in Bengaluru, he combines research rigor with production-ready tooling (Python, C++, PyTorch, SQL) and a strong commitment to the energy transition.
9 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD, Computational Physics, Doctor of Philosophy - PhD, Computational Physics at Leiden UniversityMaster's degree, Materials Science, 8.0/10, Master's degree, Materials Science, 8.0/10 at Indian Institute of Technology, Kharagpur
English, Dutch, Hindi, Punjabi
Github Skills (27)
apl7
binder7
polars7
dataframe7
dataframes7
ide7
jupyter-kernels7
python7
rust6
threaded6
jekyll6
anaconda6
jekyll-theme6
language-server-protocol6
julia5
Programming languages (3)
Github contributions (5)
imnitinsingh/imnitinsingh.github.io
Oct 2017 - Nov 2021
Contributions:177 commits, 172 pushes in 4 years 1 month
simple-websitebeautiful-jekylljekylljekyll-thememinutes
imnitinsingh/Mechanism-Based-Mechanical-Metamaterials
Nov 2021 - Jan 2024
Contributions:9 pushes, 1 branch in 2 years 2 months
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