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  • Kitchener-Waterloo

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MohammedFerdaus/README.md 
______        Mohammed Ferdaus :)
/\  ___\       ----------------------------------------------------------
\ \___  \      About Me
 \/\_____\     ----------------------------------------------------------
  \/_____/     • Big fan of scientific machine learning, computational mathematics,
                 and theoretical/foundational machine learning research.
 ______        • Goal is to launch a for-profit research lab / deep-tech startup
/\  ___\         using sciML models to solve real world problems one day.
\ \ \____      • Interested in scientific machine learning — particularly using neural operators
 \ \_____\       & physics-informed methods to solve problems in mathematics and the physical sciences.
  \/_____/     • Interested in the theoretical and foundational side of ML, including geometric deep
                 learning, kernel methods, and learning on manifolds & graphs.

 __            Interests 
/\ \           ----------------------------------------------------------
\ \ \          • Reinforcement Learning / Deep Learning
 \ \_\         • Foundational Machine Learning
  \/_/         • Scientific Machine Learning (SciML)

 __    __      In Progress
/\ "-./  \     ----------------------------------------------------------
\ \ \-./\ \    • Julia Differential Equations          [▮▮▯▯▯]
 \ \_\ \ \_\   • Python ML/DL/RL Methods From Scratch  [▮▯▯▯▯]
  \/_/  \/_/   • Julia Scientific Computing            [▯▯▯▯▯]
               
 __            Planned
/\ \           ----------------------------------------------------------
\ \ \____      • Julia Probabilistic Programming
 \ \_____\     • Multi-Model sciML apprach to familys of functionals
  \/_____/     • Physics constrained FNO for hallucination resistant
               speech recognition

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