Building a Local Prompt Intelligence Platform
Turning a GitHub prompt repo into a local semantic search engine and prompt generator using RAG, Ollama, and a Flask gateway.
Blog
Insights, tutorials, and thoughts on AI, SQL, and data engineering
What Happens When AI Trains on AI?
Feedback loops, model collapse, and why synthetic data can't replace reality.
LoRA Fine-Tuning: Building Domain-Specific Chatbots on Consumer Hardware
A practical deep dive into LoRA fine-tuning, embeddings, and continuous learning—demonstrated through a domain-specific research chatbot trained on scientific literature.
Welcome to My Blog
An introduction to what you can expect from this blog - AI insights, SQL tips, and lessons from 15+ years in database programming.
Building SQL Chatbots with LangChain
A comprehensive guide to creating natural language interfaces for databases using LangChain's SQL agents and OpenAI.