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Learning, Decoding, and Evolving
:electron:
Learning, Decoding, and Evolving
36 followers · 55 following

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Achievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault Contributor

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@yochan-lab
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sailik1991/README.md

Hi there 👋

I currently work in Natural Language Understanding as a Senior Scientist at Amazon. I am an alumnus of Arizona State University (PhD), Jadavpur Univeristy (B.E), and St. Xavier's Collegiate School. My code contributions don't always represent the identity I work for/with.

I am a disciple of the Tao of Programming and a follower of Clean Cod(e)ing practices. In my past life (before joining PhD), I was a software engineer by day and a security certifier by night. Over time, my interest has shifted to build robust AI systems by leveraging my knowledge and skills in multi-agent systems (game-theory, planning, RL), machine learning (generative networks, randomized ensembles), and cyber-security (network, web, and cloud security).

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  1. StackelbergEquilibribumSolvers StackelbergEquilibribumSolvers Public

    Solves a Mixed Integer Linear Program to generate the Stacklberg Equilibrium of a General-sum (+Bayesian) Games.

    Python 34 10

  2. MarkovGameSolvers MarkovGameSolvers Public

    This is code for finding the minimax/nash/stackelberg strategy of players in Markov Games.

    Python 21 6

  3. Quick reference for CTF Quick reference for CTF
    1 
    + [Attacks] (https://gist.github.com/sailik1991/c1d030edb98de7fead62061b5386c773#file-attacks-md)
    2 
    + [Prevention] (https://gist.github.com/sailik1991/c1d030edb98de7fead62061b5386c773#file-prevention-md)
  4. PlanningAssistance PlanningAssistance Public

    Framework for providing Proactive Decision Support to human-in-the-loop planners.

    C++ 5 3

  5. amazon-science/multilingual-robust-contrastive-pretraining amazon-science/multilingual-robust-contrastive-pretraining Public

    Robust Contrastive Pre-training for developing robust multilingual language models (EACL 2023).

    Python 7

  6. Eq-MARL Eq-MARL Public

    Repository for calculating equilibria in multi-agent reinforcement learning.

    Python 4 1