Build the smallest system that exposes the real failure mode

Current direction

The work is moving toward AI/Data Systems Engineering: RAG evaluation, model-facing research tools, low-level inference benchmarking, decision optimization, and MLOps/data-quality layers

Existing repos stay visible when they show release discipline. New work must add harder technical context: benchmarks, design trade-offs, reproducible runs, and failure cases