Engineer in Residence: STRATA

AI Fund is Andrew Ng's venture studio focused on building AI companies that advance humanity. The Engineer in Residence will develop a regulatory filing ingestion pipeline and a change detection engine for compliance teams in regulated industries, working closely with Andrew Ng to bring the idea from concept to product.

Responsibilities:

• Build the regulatory filing ingestion pipeline that monitors and parses filings from FERC, state PUCs, and relevant regulatory bodies
• Develop the change detection and explanation engine that diffs new filings against prior versions and generates plain-English summaries of what changed and why it matters
• Create the auto-update system that propagates regulatory changes into living documents (memos, matrices, comparison tables) with cited redlines
• Implement the reviewer workflow where compliance teams approve, reject, or modify AI-generated updates before publication
• Ship versioned output with a full audit trail suitable for regulated environments
• Validate with real compliance teams at US utilities or energy developers and measure time-to-update reduction
• Apply GenAI building blocks (prompt engineering, RAG with citation, agentic frameworks, evals, and guardrails) to real-world development
• Collaborate closely with Andrew Ng and the AI Fund team to bring this idea from concept to working product