NAVIDBR

Work

Selected work

Four public proof records across governed data preparation, grounded AI review, behavior evaluation, and ML product discipline.

Cloud AI operations / grounded review

AWS Bedrock CaseOps Control Tower

AWS Bedrock proof

A public AWS Bedrock proof for grounded document review with retrieval, validation, citations, structured outputs, and escalation boundaries.

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AI workflow evaluation

Agent Behavior Evals Lab

behavior evaluation

A public deterministic evaluation lab for turning assistant behavior policies into cases, traces, reports, adjudication fixtures, and quality gates.

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Data / ML product proof

E-commerce Purchase Intention MLOps

ML product proof

A public ML product proof for purchase-intent prediction with reproducible evaluation, local serving, tests, model-card notes, and explicit production limits.

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Also public

Additional public-safe records. Each one is intentionally bounded by status, source limits, and what it can honestly prove.

Product / MVP studySenthirapaused product study

Paused Senthira/Senthira Flow direction around governed analytics, human acceptance, and first-user proof.

AI workflow prototypeNavaprototype

Public-safe note on knowledge interfaces, source boundaries, and human-accountable AI support.

Automation and tool-use explorationOpenClawautomation boundary note

Public-safe note on tool use, controlled execution, and governed automation limits.

AI workflow boundariesAI Workflow Governance Notesin progress

Where AI workflows need source boundaries, evals, and approval gates before autonomy.

Public briefing surfaceNavidBR Applied AI Systemsin progress

A static briefing surface for AI integration judgment, approved evidence, and future source-backed answers.

Contact

Send the working context.

Send the business pressure, workflow, source boundary, or proof question. Best fit: hiring, AI roadmap, product-system work, and collaboration where evidence matters before claims.

Navid