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SkillsTech Talent

Brightloom · Remote (US)

Senior Full Stack Engineer

Applied

Evidence of end-to-end feature ownership and comfort reviewing AI-assisted code.

Systems I understand

  • Realtime ingestion pipeline (SkillsTech mission): backpressure and tracing

Architecture I can explain

  • Backpressure/drop-spill policy under load

Repo Mastery evidence

  • Payments service mastery map (verified)

AI change-review evidence

  • OpenThunder auth-refactor verification (verified)

Communication readiness (STT + Rooms)

  • STT architecture-explanation drill: 'strong'

Gaps to address before applying

  • Add one front-end-heavy proof artifact to balance the packet

Interview prep actions

  • Review realtime pipeline design talking points

Attached proof artifacts

3 verified pieces of evidence

Realtime pipeline mission: SkillsTech IDE

SkillsTech IDE✓ Verified
Open →

Completed a SkillsTech mission building a backpressure-aware realtime ingestion pipeline against a real repo.

  • Implemented bounded queues with drop/spill policy under load
  • Added end-to-end tracing and a load test proving 8k msg/s sustained
  • Documented the failure taxonomy and on-call runbook
System Design ReadinessCodebase Ownership

Auth refactor: AI change verification

OpenThunder✓ Verified
Open →

Reviewed and verified a large AI-generated auth refactor, catching a token-scope regression before merge.

  • Identified an AI-introduced scope-widening bug across 12 files
  • Wrote the differential test that pinned the correct scope behavior
  • Produced an OpenThunder change-verification report signed off by 2 reviewers
AI Change VerificationCodebase Ownership

Payments service: codebase mastery

Repo Mastery✓ Verified
Open →

Demonstrated end-to-end ownership of a 60k-LOC payments service: data flow, failure modes, and idempotency guarantees.

  • Traced a charge from API edge → ledger write → webhook reconciliation
  • Explained idempotency-key design and retry safety under partial failure
  • Mapped the money-movement invariants enforced across 4 modules
Codebase OwnershipArchitecture Explanation

Timeline

  1. Saved job

    2026-06-15

  2. Ran job analysis

    2026-06-15

  3. Assembled proof packet

    2026-06-16

  4. Applied with proof packet

    2026-06-16