05satyam

05satyam/AI-ML

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

62 stars 17 forks 62 watchers Jupyter Notebook
applications development generative-ai hands-on llm-agents llm-inference machine-learning system-design
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7 Open Issues Need Help Last updated: Jul 9, 2026

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New hands-on: Prompt versioning + testing with InstructVault (ivault) about 2 hours ago
good first issue content-request
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design
Expand MCP hands-on: custom MCP server + client with real tools about 2 hours ago
good first issue content-request
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design
New hands-on: QLoRA fine-tuning (extends Simple_LoRA) about 2 hours ago
enhancement good first issue
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design
New hands-on: RAG evaluation with RAGAS about 2 hours ago
good first issue content-request
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design
New hands-on: Corrective RAG (CRAG) / Self-RAG notebook about 2 hours ago
enhancement good first issue
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design
New hands-on: Prompt Engineering fundamentals (beginner notebook) about 2 hours ago
good first issue content-request
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design
Add per-notebook setup cell / requirements for reproducible hands-on runs about 2 hours ago
documentation good first issue
05satyam/AI-ML
62

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

Jupyter Notebook
#applications#development#generative-ai#hands-on#llm-agents#llm-inference#machine-learning#system-design