Large Language Models
Working with LLMs as systems: routing, retrieval, evaluation, and failure modes.
What happened in this craft shows up as projects, experiments, and notes. Why it mattered is usually a constraint I had to respect. What I learned becomes the next design choice. How it influences later work is why this page keeps growing.
Timeline
Timeline events tagged to this portfolio appear here as knowledge/timeline entities are published.
Projects
Start with the projects index. Showcase repositories that clearly belong here will surface automatically as tagging improves.
Certifications
Related certifications appear when credential entities link to this portfolio.
Articles and notes
Research and experiments
Open questions and experiments live under research.
Related
Pages grow from the knowledge base. Follow a door when you want the evidence behind this topic.