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Hi I'm Karthika! (This is my New Github Account)

I'm fascinated by Abstract Neural Networks, Stochastic Learning Models, Knowledge graphs and Mathematical Equations, particularly in Functional Mapping. My research are centered around these domains.

Over the past couple of months, I’ve had the incredible opportunity to be part of the NASA Open Science program, where I worked on analyzing massive datasets. Alongside this, I collaborated on research challenges with experts in data-driven modeling, further deepening my understanding of large-scale scientific computing.

I am actively contributing to open-source projects focused on Machine Learning, continuously learning and collaborating with the community. My work spans areas such as model development, optimization, and deployment, with a strong emphasis on practical applications. I engage with repositories that advance state-of-the-art techniques, refining algorithms and improving scalability. Through these contributions, I aim to bridge research and real-world implementations, making ML tools more accessible. I am always open to collaboration and excited to work on innovative projects that push the boundaries of AI.

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  1. RAG-Chatbot RAG-Chatbot Public

    RAG Chatbot using FAISS for efficient document retrieval and LLM-based response generation.

    Jupyter Notebook

  2. DeepSeek-R1_distilled_azure_deployment DeepSeek-R1_distilled_azure_deployment Public

    DeepSeek-R1 Distilled Model on Azure with Streaming and Python Implementation

    Python

  3. Beyond-Voice-Activity-Detection-Advanced-Turn-End-Prediction-in-Conversational-Agents Beyond-Voice-Activity-Detection-Advanced-Turn-End-Prediction-in-Conversational-Agents Public

    Moving Past VAD: Smarter Turn-Taking in Voice Assistants

    Python

  4. MPT-7B-amazon-sagemaker-finetuning MPT-7B-amazon-sagemaker-finetuning Public

    fine-tune MPT-7B on Amazon SageMaker

    Python

  5. multi_bot multi_bot Public

    Bilingual rasa chatbot implementation that can be connected to your Facebook page using chatfuel.

    Python

  6. Web-Research-Agent Web-Research-Agent Public

    Web Research Agent App

    Python