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@UCL @Astrophysics-UCL @astro-informatics @UCLProgrammingHub

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tbs1980/README.md

๐Ÿ‘‹ Hi, I'm Sreekumar Thaithara Balan

I'm a machine learning researcher with a background in Bayesian inference and scientific computing, originally shaped by my research in astrophysics.

  • ๐Ÿง  I design and scale ML systems that combine deep learning with probabilistic modeling.
  • ๐Ÿš€ My work spans from C++ simulations for exoplanet discovery to real-world ML products in real estate and finance.
  • ๐Ÿ› ๏ธ Core tools: Python, C++, PyTorch.
  • โšก Special interest in energy-efficient ML and building lean, powerful models.
  • ๐Ÿ” I like to tinker with foundational models, exploring efficient adaptations and domain-specific applications.
  • ๐ŸŒ Iโ€™ve led teams delivering production-grade ML models that drive decisions and business impact.

๐Ÿ“ก Currently open to collaboration opportunities in AI research engineering or scientific ML.


๐Ÿ›ฐ๏ธ Fun fact: I once co-wrote a C++ simulation to model the orbits of exoplanets โ€” and accidentally discovered 3 new ones.

๐Ÿ“ซ Letโ€™s connect
If you're working on something interesting in ML or science-inspired AI, Iโ€™d love to hear from you.

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