Writing

Recent Posts

• Document or Diewhy your code's DNA determines its survival in the AI era
• Automated Image Captioning with Spatial Awarenessskipping manual labeling with Florence 2 and GPT-4o Vision
• AI Darwinism: Why RAG Will Never Diethe case for RAG's survival even as context windows grow
• Transactions, Commits, and Rollbacks in SQLModela mental model that actually makes sense
• The Ghiblication Momentwhat the Ghibli moment reveals about AI and creativity

Applied AI

Methods and architecture for AI systems.

• AI Darwinism: Why RAG Will Never Diethe case for RAG's survival even as context windows grow
• Structured Reasoning Stepsbreaking LLM reasoning into multiple steps for better outputs

Client Case Studies

Client problems, implementations, and outcomes.

• Automated Image Captioning with Spatial Awarenessskipping manual labeling with Florence 2 and GPT-4o Vision
• AI-Driven Meeting to Email Workflowssaving 20,000+ hours/year with GPT-driven document processing
• Clone Your Report Style Without Fine-Tuningstyle matching through prompt engineering alone

Perspectives

Reflections on technology, creativity, and working with people.

• The Ghiblication Momentwhat the Ghibli moment reveals about AI and creativity
• Vibes Fade, Knowledge Laststhe case against vibe coding culture
• Your Word is Your Bondbuilding trust over chasing quick wins
• Playing the Long Gameleveling up through calculated trade-offs

Projects

Personal builds, experiments, and lessons along the way.

• From 0 to 1,000,000 Particlesfinding joy in generative art with Unity

Software Engineering

Practices for building and maintaining software.

• Transactions, Commits, and Rollbacks in SQLModela mental model that actually makes sense
• Document or Diewhy your code's DNA determines its survival in the AI era