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nisaral/README.md

👨‍💻 Keyush Nisar

About Me

Architecting distributed systems to survive my own AI models. Researcher | MLOps | AI/ML

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*Let's connect and build something amazing together! *

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  1. IndicXLMR IndicXLMR Public

    IndicXLMR-LoRA is a lightweight, parameter-efficient model designed for language identification across 23 Indic languages, built on top of XLM-RoBERTa.

    Python

  2. TorchLeet_ML_Implementations TorchLeet_ML_Implementations Public

    To document and share my TorchLeet implementations, additional models, and research paper implementations

    Jupyter Notebook

  3. Casual_dynamical_AI Casual_dynamical_AI Public

    A first-principles exploration of the physics, calculus, and probabilistic graph models required to build agents capable of causal reasoning, energy minimization, and structural extrapolation

    Jupyter Notebook 5

  4. Knowledge_forge Knowledge_forge Public

    An AI-driven learning tool using RAG to analyze web, YouTube, and text content. Features a 3D Three.js UI with glassmorphism, powered by Flask, FAISS, and Gemini API. Offers Q&A, summaries, mock te…

    Python

  5. Affective-Contextual-Interaction-Network-ACIN- Affective-Contextual-Interaction-Network-ACIN- Public

    a multimodal deep learning framework for emotion and sentiment analysis in conversations

    Python

  6. Kaggle_notebooks Kaggle_notebooks Public

    Competition notebooks