✍️ Personal notes by Rajesh Singh
Thoughts worth keeping!
Practical notes on DevOps, AI & ML, architecture, data systems, and lessons learned from real engineering work.
✨ Latest Post
AI & ML
Containerizing AI Applications: Architecture and a Hugging Face Example
A practical guide to containerized AI application architecture, with design patterns and a working FastAPI service powered by a Hugging Face model.
/ 10 min read
AI & ML
The 99.4% Accurate Model That Caught Zero Fraud
A fraud detection story about why accuracy is the most overrated metric in ML, told through one embarrassingly lazy model.
AI & ML
Iris Species Classification: The Machine Learning Workflow
End-to-end Iris species classification using Python and scikit-learn, covering data validation, EDA, model comparison, evaluation, interpretation & prediction.
AI & ML
Llama 3.1 vs 3.2 - Which Model is Right for You?
Compare Llama 3.1 vs 3.2 across multimodal capabilities, model sizes, and practical use cases to choose the right model.