What you will do:
- 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
What you must bring:
- Demonstrated experience building applications that incorporate Generative AI
- Document processing pipeline experience: ingestion, parsing, extraction from PDFs, legal filings, or regulatory documents
- RAG systems with citation and provenance tracking (not just retrieval, but grounded output with source attribution)
- Experience building reliable, auditable AI systems for high-stakes or regulated environments
- Proficiency with GenAI tools and frameworks: prompt engineering, structured extraction, LLM evals, guardrails
- Strong back-end skills, particularly with Python, and experience with front-end technologies and modern frameworks
- Hands-on experience using AI-assisted coding tools (e.g., Cursor, Claude Code) and understanding of best practices for effective use
- Proven track record of architecting, implementing, and deploying scalable AI-powered systems
- Ability to write scrappy, disposable code for fast prototyping, and clean code for scalable products
- Strong communication skills and ability to work collaboratively across disciplines
Nice to have:
- Experience in regulated industries (utilities, energy, financial services, healthcare)
- Familiarity with regulatory data sources (FERC, state PUCs, SEC filings, tariff databases)
- Experience with document diffing, version control for content, or redline generation
- Prior experience building audit trail, compliance workflow, or approval routing systems
- Exposure to rapid prototyping methodologies and shipping MVPs
- Contributions to open-source GenAI projects or tools
- Prior experience as a founding engineer or technical lead at an early-stage company
- Knowledge of advanced architecture patterns (microservices, event-driven architectures, datastore design)
- Interest or experience in product design and product thinking
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What We Do
Who is AI Fund? We are a team of AI pioneers, proven entrepreneurs, seasoned operators, and venture capitalists that collaborates with leading entrepreneurs to solve big challenges using artificial intelligence. Founded in 2017 by Dr. Andrew Ng, AI Fund is backed with $176 million in capital by some of the leading VC firms and investors, including NEA, Sequoia, and Greylock. How Are We Different? We work with entrepreneurs during their startup’s most critical and risky phase, from 0 to 1. At the earliest stages, your company strategy is still being formed, and you’re still on the path to demonstrating your idea’s full potential – this is a reality we understand. This is the period when decisions on product strategy, market fit, and team are most critical, moving fast and fixing parts of your business when you have limited resources is a challenge. We believe the best way to help entrepreneurs is by providing our time, expertise, and resources to help flesh out these key strategic decisions. Making the right decisions at the right time can often make the difference. We are here to improve these dynamics, at a time when the help matters the most. Why Work With AI Fund? Getting a startup from idea to Series A funding is not easy. We’ve been there and understand the challenges you must overcome. Whether you desire limited help and just want access to our unique ecosystems of AI experts and entrepreneurs or you would like our full support, we are interested in the opportunity to help in your success. We are flexible in how we work with companies, but ultimately, we are here to maximize your chance of success and accelerate getting your company to market. We provide the capital, expertise, and resources to accelerate the work required to minimize risks in your startup, help you rise above the noise, and make your company more attractive to new investors.
