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HumanInTheLoop

Senior Software Developer • Backend • Frontend • SQL • AI Content Review Systems

About

HumanInTheLoop is a developer-led initiative focused on improving AI-generated content through structured human review. I specialize in building robust systems combining backend architecture, frontend interfaces, and SQL-driven data pipelines.

Services

AI Content Review

Human validation of AI-generated text, code, and structured outputs.

Backend Systems

Design and development of scalable APIs and HITL pipelines.

Frontend Dashboards

Interactive review interfaces for annotators and reviewers.

SQL & Data Engineering

Data validation, logging, and structured feedback storage systems.

Human-in-the-Loop Workflow

  1. AI generates content (text, code, or structured data)
  2. System routes output for human review
  3. Reviewer edits, approves, or rejects content
  4. Feedback is stored for model improvement

Contact

Available for consulting and AI system design work.