Building my path toward FDE.

LAB 01 / PLANNED

RAG Evaluation Studio

Retrieval, grounded answers, citations and uncertainty.

Evidence to publish : Labeled questions · Recall@k · Citation checks · Cost and latency

LAB 02 / PLANNED

Production ML Pipeline

A reproducible path from data quality to serving and monitoring.

Evidence to publish : Leakage checks · Baselines · MLflow · Drift signals

LAB 03 / PLANNED

Forward Deployed AI Workflow

A realistic client problem solved with scoped tools and human approval.

Evidence to publish : Discovery brief · Integration tests · Tracing · Runbook

ENGINEERING STANDARD

My standard before calling a project shipped

Reproducible code, tests, architectural decisions, explicit limitations and measured evidence when available. Planned work is not represented as deployed.