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utsimul/README.md

Hi! I’m Krisha.

I like exploring radical ideas and seeing where curiosity leads. AI fascinates me — from deep learning to creative, unconventional applications — but I’m always open to experimenting with other projects too.

I’m a CSE student building things that challenge what I know and push boundaries. I tweet more than I commit, but the commits are usually worth checking out.

Connect with me here on GitHub or on X (Twitter, handle in account details).

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  1. BlackSwan-Flag-EVT-residuals BlackSwan-Flag-EVT-residuals Public

    In the presence of black swan events, an auto-encoder trained on normal data will fail to reconstruct them accurately, resulting in abnormally high residual errors. These errors can be modeled by P…

    Python

  2. SwanField SwanField Public

    Multi Agent Deep Reinforcement Learning consisting of Asset level agents, Domain level agents and a Master agent

    Jupyter Notebook

  3. Ship_routing_QLearning Ship_routing_QLearning Public

    Generating reasonably optimal routes for ships and dynamically deciding direction considering weather and distance factors using RL

    Python 2

  4. Cyberspace_simulation Cyberspace_simulation Public

    Modeled a simplified simulation of cyberspace by identifying two major research gaps between JP 3-12 military doctrine and Industry standards NIST and SANS - synchronization of cyberspace operation…

    Python