LLM-Production-Engineering Sam33r-Shahzad · PARTIAL
Production-grade repository focused on building and deploying advanced language model applications. Mastering core engineering: Advanced RAG pipelines, Hugging Face transformers, JSON structured outputs, Tool Calling, QLoRA fine-tuning, autonomous Multi-Agent orchestration, and serverless deployment on Modal with Gradio web UIs.
github.com/Sam33r-Shahzad/LLM-Production-Engineering · ★ 1 · Forks 0 · Size 69.5 MB
SUMMARY
Technologies 13
Scored 12
Observed 12
Practices 6
Evidence 15
Skips 1
COVERAGE
Analyzed 192 files · 90 commits · 0 API calls
TECHNOLOGIES & DEPTH
JSON LANGUAGE Depth 70
1 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
77 files · PRODUCTION
YAML LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
46 files · PRODUCTION
uv BUILD_TOOL Depth 80
1 files · CONFIGURATION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
NumPy LIBRARY Depth 70
3 files · PRODUCTION
Pydantic LIBRARY Depth 85
8 files · PRODUCTION
Requests LIBRARY Depth 81
5 files · PRODUCTION
pandas LIBRARY Depth 85
5 files · PRODUCTION
python-dotenv LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · absentlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-06-10
Last commit 2026-07-08
Active months 2
Commits 90