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

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

   Python

5. Kaggle_notebooks Kaggle_notebooks Public

   Competition notebooks

   Python

6. DIO DIO Public

   DIO is a distributed MLOps orchestrator using a Go standard library control plane with BoltDB persistence, communicating via gRPC/Protobuf to a containerized Python/PyTorch inference data plane.

   Python 1