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Building
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Building
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thetechdude124/README.md

💡An Introduction.

Hey. I'm Aditya, and I'm a junior at Carnegie Mellon University's School of Computer Science, and currently interning at AWS.

I'm an aspiring deep learning researcher working towards mastery both in the field and beyond. My mission is to leverage artificial intelligence to create tangible impact on difficult, real-world problems. Currently building better knowledge distillation methods to expand neural network reach in low-compute settings for those who need it most - accelerating ML impact on critical real-world problems in the 21st century.

Check out my LinkedIn (https://www.linkedin.com/in/AdityaDew) and website (http://adityadewan.com/) for my full body of work.

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  1. Adam-Optimization-From-Scratch Adam-Optimization-From-Scratch Public

    📈Implementing the ADAM optimizer from the ground up with PyTorch and comparing its performance on six 3-D objective functions (each progressively more difficult to optimize) against SGD, AdaGrad, a…

    Jupyter Notebook 23 4

  2. Born-Again-NNs-From-Scratch Born-Again-NNs-From-Scratch Public

    🤝 Implementing BANs with Teacher Confidence Weighting and Dark Knowledge Permutations from scratch, and testing said implementations between DenseNet-121 teachers and ResNet-18 student ensembles on…

    Jupyter Notebook 2

  3. Custom-Maxout-Activation-Implementation Custom-Maxout-Activation-Implementation Public

    💡Implementing a custom Maxout network from scratch (as an extension of nn.Module in Pytorch) and testing model performance on MNIST in comparison to ReLU networks to determine whether Maxout's more…

    Jupyter Notebook 1

  4. WhatTheHealthHTN/WhatTheHealth WhatTheHealthHTN/WhatTheHealth Public

    Creating Personalized, Accurate AI-Based Healthcare Recommendations

    Jupyter Notebook

  5. Crysta-MVP Crysta-MVP Public

    The code for a company I built - using data to improve student energy levels 👀

    JavaScript 2

  6. Symptom-Diagnosis-AI Symptom-Diagnosis-AI Public

    A project I'm currently working on that intakes different symptoms and provides a diagnosis. The model currently has 92% accuracy - check out a demo in the webapp folder!

    Jupyter Notebook 2 1