Topic
Data & AI Systems
Data pipelines, Python, ML systems, retrieval, LLM evaluation, and production AI workflows.
Data PipelinePythonML SystemsLLMRAGEvaluation
Suggested reading path
Data & AI Systems
Daily Compass: Designing a Serverless Azure Data Pipeline
A record of designing Daily Compass with Azure Static Web Apps, Functions, Cosmos DB, Private Endpoint, and Application Insights.
Data & AI Systems
Connecting AI/LLM Workflows with Cloud Platforms
A platform-oriented note on connecting LLM workflows, retrieval, task automation, backend APIs, data stores, and observability.
Data & AI Systems
Designing a Python Data Collection and Automation Pipeline
A practical design note that connects Python syntax, virtual environments, Pandas processing, web crawling, and Open API calls into an automation pipeline.