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1. AuthLLMAuthLLMPublic

   AshuGPT — a decoder-only GPT built from scratch in PyTorch: custom BPE tokenizer, RoPE, RMSNorm, SwiGLU, distributed training (DDP), KV-cached inference, and a FastAPI server. No transformers.AutoM…

   Python 4

2. AshMLAshMLPublic

   A Kubernetes-native ML platform: AshML's own scheduler places training jobs onto real Pods, runs report their own metrics, artifacts are verified against the bucket before a model version can use t…

   JavaScript 1

3. AshCodeAshCodePublic

   A terminal coding agent in Python — streaming agentic loop, 13 built-in tools, MCP servers, subagents, context compaction, and a configurable approval layer for shell and file operations.

   Python 5

4. Hybrid-Text-To-MindmapHybrid-Text-To-MindmapPublic

   Automatically generates hierarchical mind maps from raw text using keyword extraction, semantic similarity, SVO relation mining, graph centrality analysis, and local LLM-based refinement.

   Python 2

5. Garbage-Segregation-ModelGarbage-Segregation-ModelPublic

   Smart Garbage Segregation: An AI-based image classification system for automatic waste sorting. Built with deep learning and Streamlit for practical, real-time trash recognition and sustainability

   Jupyter Notebook

6. Online-Institute-Feedback-SystemOnline-Institute-Feedback-SystemPublic

   A full stack project ready to deploy and use for feedback management.

   JavaScript