Hi! I’m Shuvayan Brahmachary, a Sr. AI Engineer at Databricks. I previously worked as a SciML researcher at Shell.

Before that, I was a postdoctoral researcher at the Technical University of Munich, Germany, where I worked with Dr. Nils Thuerey (Jan. 2022 – Sept. 2023).

I also spent time as a postdoctoral fellow in the Department of Aeronautics and Astronautics at Kyushu University, Japan, working with Dr. Hideaki Ogawa (Sept. 2019 – Sept. 2021).

I received my Ph.D. from the Department of Mechanical Engineering at Indian Institute of Technology Guwahati, where I was advised by Dr. Ganesh Natarajan and Prof. Niranjan Sahoo.

My Ph.D thesis. title is “Finite Volume/Immersed Boundary Solvers for Compressible Flows: Development and Applications”.

Feel free to browse through the projects, publications and Jupyter Notebooks and email for queries. Have a good one!

Here’s my Resume

Interest

• AI
  • AI Agents for complex scientific workflows Langchain
  • Foundation models for scientific domains (SciFMs)
  • Character language models
  • Stable diffusion models
• Machine Learning:
  • Differentiable physics for forward and inverse problems Phiflow
  • Spatio-temporal and time-series forecasting
  • Reduced-order model
  • LLM-based agentic framework for fluid control and optimisation
• Computational Modelling:
  • In-house non-conformal immersed boundary solver for high-speed flows
  • FoamExtend for low-speed incompressible flows
• Aerodynamic Shape Optimisation and Design:
  • Surrogate Assisted Evolutionary Algo SAEA, Non-Dominated Sorting Algorithm NSGA-II
  • Low-Fidelity Framework for design and optimisation

Contact

shuvayan.brahmachary@databricks.com
b.shuvayan@gmail.com
Bengaluru, Karnataka, India

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