miguel.systemsportfolio

Selected work

Built to be
examined.

These case studies pair concise context with safe, deterministic interactions. They demonstrate product thinking and technical decisions without exposing employer, client, account, or infrastructure data.

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Showing 3 projects.

Completed

Analytics product

Employee Sentiment Intelligence

A privacy-aware analytics capability that turns employee feedback into topic-level signals, comparisons, and executive-ready evidence.

  • Scaled adoptionExpanded from an analysis workflow into a national, multi-division capability.
  • Productized deliveryDefined Full, Comparative, and Benchmark offerings for repeatable use.
AnalyticsProduct
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Ongoing

AI research system

TradeLab

An eight-role research workflow that coordinates evidence gathering, critique, synthesis, and review without handing an agent trading authority.

  • Eight bounded rolesSeparated planning, evidence collection, challenge, synthesis, and presentation responsibilities.
  • Evidence-first outputDesigned a ledger that keeps research artifacts attributable and reviewable.
AI SystemsProduct
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Ongoing

Infrastructure system

Local AI Orchestration

A modular, backend-neutral orchestration layer for planning, routing, execution evidence, QA, safety, and local-first model use.

  • Typed handoffsDesigned explicit state and capability boundaries between planning, execution, and review.
  • Evidence and replayCaptured receipts and QA artifacts so runs can be inspected after completion.
AI SystemsInfrastructure
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