May 07, 2026 • #python, #ai, #rag, #aws, #azure, #gcp, #serverless, #terraform, #bedrock, #vertex-ai, #anthropic, #openai, #opensearch, #firestore, #glue, #azure-ml, #azure-ai-foundry, #cloud-functions, #lambda, #hugging-face
How I turned a local RAG pipeline into a serverless, cloud-native system deployable on AWS, Azure, or GCP — using Terraform, the adapter pattern, and each cloud's own AI services.
April 27, 2026 • #python, #ai, #llm, #evaluation, #langgraph, #claude, #openai, #snowflake, #streamlit
Most AI demos stop at 'look, it generated something.' This post walks through how I built a systematic evaluation pipeline for a customer support agent — using Claude as a judge, a golden test suite, and a Streamlit dashboard to track quality over time.
April 21, 2026 • #python, #ai, #rag, #postgresql, #pgvector, #embeddings, #streamlit, #arxiv, #claude, #openai
How I built a system that understands the meaning of your questions and finds relevant answers across hundreds of arXiv research papers — using embeddings, pgvector, and Claude.
January 03, 2026 • #python, #api, #betfair, #automation, #sports-data
Why I got interested in betting automation, how I chose Betfair as the platform, and how I built a Python tool to browse live sports markets — with a look at where this can go next.