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PROOF PROFILE EXAMPLES

What a verified engineering record looks like.

A Proof Profile is every mission you’ve shipped, every review you’ve earned, every Confidence Score that aggregates into a public track record. Here’s what graduating engineers have produced.

Sample graduate

What a School of Data Engineering Proof Profile looks like.

A verified engineering record at safua.ai/u/handle. Every mission, every review, every score — nothing a screenshot can fake.

safua.ai/u/alex-chen-sample
AC

Alex Chen

Data Engineering

0.91ConfidenceTop 10%

Top artifacts

  • Idempotent Kafka→Postgres pipeline with governance trail — DataForge
  • Change-data-capture system with schema evolution — DataForge
  • Multi-region data replication strategy doc — DataForge

Sample graduate

What a School of AI Safety & Governance Proof Profile looks like.

A verified engineering record at safua.ai/u/handle. Every mission, every review, every score — nothing a screenshot can fake.

safua.ai/u/naomi-abadi-sample
NA

Naomi Abadi

AI Safety & Governance

0.93ConfidenceTop 5%

Top artifacts

  • AI-assisted PR review + governance trail — Sentient Health
  • Four-fifths fairness audit + model card — Sentient Health
  • LLM red-team report + regression tests — NovaMind AI

Sample graduate

What a School of Machine Learning Proof Profile looks like.

A verified engineering record at safua.ai/u/handle. Every mission, every review, every score — nothing a screenshot can fake.

safua.ai/u/priya-iyer-sample
PI

Priya Iyer

Machine Learning

0.89ConfidenceTop 15%

Top artifacts

  • Credit-risk model with isotonic calibration — DataForge
  • 50ms/2GB edge CV deployment — VisionArc
  • Reproducible training pipeline with MLflow — DataForge

Sample graduate

What a School of MLOps & Infrastructure Proof Profile looks like.

A verified engineering record at safua.ai/u/handle. Every mission, every review, every score — nothing a screenshot can fake.

safua.ai/u/marcus-chen-sample
MC

Marcus Chen

MLOps & Infrastructure

0.92ConfidenceTop 8%

Top artifacts

  • Zero-downtime K8s deployment strategy — DataForge
  • Inference platform with canary rollout — NovaMind AI
  • GPU cluster provisioning pipeline — VisionArc

PROFILE STRUCTURE

Every profile shows the same truth.

What profiles include

  • Confidence Score aggregated per school, and overall
  • Every mission shipped, with the reviewing engineer named
  • Review score breakdowns on the five-dimension rubric
  • Top artifacts with links to the reviewed work
  • Emerging strengths (computed from review patterns)
  • Residency phase (Foundation / Build / Prove) with progress

What profiles don’t show

  • Submitted source code (private to you and your reviewer)
  • Review commentary verbatim (summaries only, to protect reviewer candour)
  • Unreviewed work (only shipped-and-reviewed missions land on the profile)

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