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maaz7409/README.md

Hey, I'm Maaz

Junior year student at IIT (ISM) Dhanbad

Machine Learning / Artifical Intelligence | Scientific Computing

Repositories Total Stars Followers Total Commits

Tech Stack

Python C++ Julia NumPy Pandas Matplotlib SciPy scikit-learn PyTorch OpenCV Numba React FastAPI Docker Render nVIDIA LaTeX

Current/Ongoing Project(s)

Electronic Health Records (EHR) Patient Readmission

Predicting whether a patient will be readmitted to hospital within 30 days of discharge




ML/AI Projects

Ecommerce Customer Churn Predictor

Predicting whether a customer will churn out from particular corporation based on behavioural and personal data



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Email CLassification

Classifying email as spam or ham using SVM



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Scientific Computing/SciML projects

Hamiltonian Neural Networks (HNN)

Modelling spring mass system with HNNs and comparing it with baseline NNs



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SINDy vs. ISINDy

Reconstructing Lorentz system with two different sparse regressions and comparing the results



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Computationl Fluid Dynamics (CFD) with Python

Making a full CFD solver from scratch to observe Von-Karman Vortices



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Deep Operator Networks (DeepONet)

Surrogate modelling 1D Diffusion with DeepONet



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Contact Info

LinkedIn Gmail

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  1. Inverse_Heat_Transfer_with_PINNs Inverse_Heat_Transfer_with_PINNs Public

    A jupyter notebook demonstrating rigorous implementation (with improvement) of a research paper solving a 1D inverse heat transfer problem with Physics Informed Neural Networks (PINNs).

    Jupyter Notebook