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saiprasath21/README.md

Hi all, 👋

I'm Sai Prasath Suresh, a second year MSCS student at Georgia Tech. I’m passionate about solving complex real-world problems from a data driven perspective using Machine Learning and Deep Learning approaches. Considering the enormous scale and complexity at which businesses operate today, I believe that utilizing AI to drive business decisions and extract knowledge from raw data is essential.

This GitHub profile is a collection of various projects and internships that I've pursued over the last 5 years. I've worked across different domains in ML including: Natural Language Processing (NLP), Reinforcement Learning (RL), Adversarial ML, and Continual Learning.

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  1. DLT-Hallucination-Measurement DLT-Hallucination-Measurement Public

    Forked from Sanchita-P/DLT-Hallucination-Measurement

    Evaluating hallucinations in domain adapted LLMs

    Jupyter Notebook

  2. Safety-Awareness-in-LLMs Safety-Awareness-in-LLMs Public

    Forked from IshSiva/Safety-Awareness-in-LLMs

    Assessing Safety Awareness in LLMs

    Jupyter Notebook

  3. TransRecG TransRecG Public

    Graph Augmented Transformer Model for Sequential Movie Recommendation

    Jupyter Notebook 1

  4. Multi-Variate-Time-Series-Analysis Multi-Variate-Time-Series-Analysis Public

    Developed a dual attention based GRU model for pre-emptively detecting anomalies in a power plant control system.

    Python

  5. Reinforcement-Learning-DQfD Reinforcement-Learning-DQfD Public

    Analysing the optimal strategy for using expert demonstrations during online RL after bootstrapping.

    Jupyter Notebook 2

  6. Adversarial-ML-for-IDS Adversarial-ML-for-IDS Public

    An elaborate study to determine the effects of Adversarial ML in ML/DL based Intrusion Detection Systems used in Power Plants.

    Jupyter Notebook