Description
Engineer in Residence: AICoS (AI Chief of Staff)
Team: AI Fund
Location: Mountain View, CA
Commitment: Contract
Workplace Type: onsite
Who we are:
AI Fund is Andrew Ng's venture studio. We identify high-potential applied AI ideas, recruit exceptional builders, and create new companies from scratch. Engineers in Residence join for a 12-week residency in Mountain View to take an idea from concept to working product alongside Andrew and the AI Fund team. If the idea validates, you become a co-founder. We are backed by a $390M fund from top-tier global investors. Our purpose is to build AI companies that move humanity forward.
The Idea: AICoS (AI Chief of Staff)
AI-powered chief of staff that does the post-meeting work managers hate.
Managers spend 15-20% of their week on coordination overhead. After every meeting, someone has to extract action items, sort them to the right project and person, chase follow-ups, prep for 1:1s, and update task boards. The tools exist (Asana, Notion, Slack) but none of them close the loop automatically. Work falls through cracks constantly.
LLMs can now reliably extract structured action items from meeting transcripts, understand project context, and generate follow-up communications. The unlock is going beyond capture (which transcription tools already do) to automatic sorting, assignment, and nudging. Think of it as Cursor for task management: it understands your work graph, not just your text.
The validation question is whether auto-sorting (not just flat-list capture) is the feature that makes a manager switch tools and use this daily before any team adoption.
What you will do:
- Build the meeting-to-action-item extraction pipeline with accurate project and person routing
- Develop the auto-sorting engine that maps action items to the correct project context and assignee
- Create the nudge and follow-up generation system that drafts communications without human intervention
- Ship a working prototype that a single manager can use daily before any team rollout
- Validate whether single-player value (one manager, before team adoption) is sufficient to drive retention
- Make key decisions around infrastructure and platform choices, balancing prototyping speed with long-term scalability
- Apply GenAI building blocks (prompt engineering, 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
- Direct experience with workflow automation systems or productivity tool development
- NLP pipeline experience for structured extraction from unstructured text (meeting transcripts, emails, documents)
- Integration development across workplace tools (Slack, Asana, Notion, Google Workspace, calendar APIs)
- LLM application development with prompt engineering and output quality evaluation
- Proficiency with GenAI tools and frameworks: RAG, vector databases, agentic platforms (e.g., LangGraph, CrewAI), LLM evals, and 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 with meeting transcription or audio processing pipelines
- Prior work on task management, project management, or calendar intelligence tools
- Experience gathering user feedback directly and iterating based on insights
- 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
This is a 12-week, on-site residency in Mountain View, CA ($10K/month). You will work directly with Andrew Ng to take this idea from concept to working product. If the idea validates, you become a co-founder. AI Fund writes a $1M check at a $4M valuation. We are only considering candidates within commuting distance from Mountain View. As part of the interview process, you will be asked to complete a Builder Challenge.
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