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Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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@CAIRNepal @prodigy-pathshala

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nabin2004/README.md

Hi, I'm Nabin 👋

MLOps, Deep Learning, Post-Training, and Embodied/Disembodied Agents.

Python FastAPI Flask Django DRF Scikit-Learn PyTorch Hugging Face LangChain spaCy NumPy Pandas Matplotlib Streamlit Docker GitHub Actions MLflow Weights & Biases

PROJECTS

Agentic AI, MLOPs, ML Paper Implementation, Speech Processing, 3D reconstruction, NLP

  • 🎬 Manimator - Manim code generation agentic workflow
  • 🎯 MotionMarker - A lightweight motion data abstraction layer for Python animations
  • 💬 Dialograph - POC: Framework for building proactive dialogue systems
  • 🎥 Animus - Agentic Blender-based animation system for autonomous scene and motion generation
  • 🥟 MomoPedia - Agentic platform for writing, reviewing, and approving articles about Momo around the world
  • 🤝 Agentic AI Interview - AI native hiring agentic workflows for HR built using Google Meet SDK
  • 📄 PaperTrail - Tracking, comparing, and reasoning over AI research papers from arXiv
  • 🔐 NetSecMLOps - MLOps infrastructure for network security models with automated training, validation, and deployment workflows
  • ⚙️ Makesense MLOps Pipeline - End-to-end MLOps pipeline with CI/CD, monitoring, and deployment automation
  • 🔥 PyTwerk - Minimal deep learning framework built on a micrograd-style autodiff engine for educational purposes
  • 🧩 DeepBlocks - Block-based deep learning builder designed for teaching deep learning concepts
  • 🏆 SwissKit - Modular Kaggle competition framework for rapid ML experimentation, competing and deployment
  • 🎤 SPEECH - ASR fine-tuning codescript for Nepali speech-to-text using NVIDIA NeMo framework
  • ⏱️ Timestamps & CTC Output - Audio timestamp extraction using CTC (Connectionist Temporal Classification) for speech recognition
  • 🗺️ Nepali Location with SymSpell - Fuzzy search system for Nepali location names using SymSpell spell correction algorithm
  • ⚡ pydplyr - Simplicity and conciseness of dplyr
  • 🔄 Swin Transformer - From-scratch implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows"
  • 👁️ Vision Transformer - PyTorch implementation of the original Vision Transformer (ViT) architecture
  • 💬 GPT-2 from Scratch - Educational implementation of GPT-2 language model for CS224N final project
  • 📘 DSAwithPython — On progress.
  • 🏔️ Hanuman3D - 3D reconstruction of a Hanuman's Idol using Gaussian Splatting

GitHub Contribution Graph

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  1. dialograph dialograph Public

    Dialograph is a Python toolkit for building, evolving, and reasoning over temporal dialogue graphs for proactive conversational agents.

    Python 2

  2. Manimator Manimator Public

    Text-2-Math-Animation generation using Agentic Workflow and Manim library.

    Python

  3. MomoPedia MomoPedia Public

    Python

  4. NetSecMLOps NetSecMLOps Public

    End to end MLOps pipeline

    Python

  5. prodigy-pathshala prodigy-pathshala Public

    TypeScript

  6. pytork pytork Public

    Minimal deep learning framework built on top of a micrograd-style autodiff engine can be used for education purpose.

    Python