Research Log / Engineering Notes
Write-ups on model behavior, retrieval tradeoffs, infra decisions, and the less glamorous debugging that makes systems usable.
Posts
2
Focused essays instead of recycled tutorials.
Coverage
5
Themes spanning LLM systems, data engineering, and career decisions.
Default Lens
Production over novelty
If it does not survive latency, scale, or ugly inputs, it does not count.
Notebook Index
Latest Entry
RAG vs Fine-Tuning: When to Use What
A decision framework for choosing between retrieval and model adaptation under real product constraints.
What You’ll Find
Filter by Signal
Narrow the archive by topic. The cards stay deliberately compact so a recruiter can scan the whole index quickly.
Feb 2026
Feb 2
5 min read
Lab entry
Latest PostA decision framework for choosing between retrieval and model adaptation under real product constraints.
Jan 2026
Jan 18
6 min read
Lab entry
A practical breakdown of the architecture, latency optimizations, and guardrails behind Resume Griller.