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kartiksrinivas007/README.md

Hi 👋,

I'm Kartik. I'm a grad student at CMU, interested in mathematics ➕ computer science 💻.

I've worked at the intersection of the two through my projects on deep learning 🧠 (1, 2) machine learning systems (3) and theoretical computer science (4)

During my undergrad at IIT, I also built web-apps that focus on either data-base management and user experience (5, 6) or ML related stuff like a recommendation engine. (7)

I also like to work on theory, topics of which range from optimization (8) to advanced linear algebra (9)

I'd love to collaborate on systems and ML-infra projects.

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  1. AutoGradLanguage AutoGradLanguage Public

    We create NABLA: A fully functioning domain specific programming language for automatic differentiation

    C++ 1

  2. DESA-ICML24 DESA-ICML24 Public

    Forked from ubc-tea/DESA

    The official implementation of our paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors" accepted at ICML 2024

    Python

  3. DeepGenerativeLatents DeepGenerativeLatents Public

    Latent-space analysis and visualization of Deep generative models like VAEs

    Jupyter Notebook

  4. OptimDNN OptimDNN Public

    Proximal and Stochastic Mirror Descent and their Nesterov accelerated versions for effective training of Deep NNs

    Python 1 1

  5. QnAWebsite QnAWebsite Public

    A Community Question and Answer Website built using Django with focus on effective Database Management

    Python

  6. X-clone X-clone Public

    This is a project simulating X.com (Formerly Twitter)

    JavaScript 1