AI Use Case Builder; Artifacts, Apps & Visualizations

Turn ambitious ideas into remarkable, working AI experiences. We’re seeking a highly autonomous AI Use Case Builder to create interactive artifacts, web applications, data visualizations, simulations, and games powered by modern large language models and agentic workflows.

In this hands‑on, 0‑to‑1 role, you’ll transform trending topics, complex concepts, and raw ideas into polished, technically impressive builds. You’ll own the process from ideation and rapid prototyping through engineering and deployment, using AI, modern web technologies, external APIs, real‑time data, and specialized tools to create experiences that are both engaging and highly functional.

This is an engineering and builder role focused on code, interactive interfaces, and technical prototypes—not video or social media production.

• Ideate and develop compelling AI use cases, interactive artifacts, mini‑apps, simulations, data visualizations, and games.
• Take ambiguous concepts from idea to functional, deployed experience with minimal design or project management support.
• Use LLMs, developer tools, agentic workflows, retrieval‑augmented generation, and automation to accelerate development.
• Build responsive, engaging user experiences with dynamic visualizations, real‑time data integrations, interactive controls, and lightweight game mechanics.
• Integrate external tools, production datasets, specialized APIs, 3D and rendering engines, and other technologies that extend the capabilities of AI models.
• Set up subscriptions and API access as needed for data, services, and production workflows.
• Generate synthetic data when appropriate to support prototypes and demonstrations.
• Make thoughtful technical and creative trade‑offs involving performance, usability, visual impact, and engagement.
• Rapidly prototype and deploy live builds using platforms such as Vercel, Netlify, or Cloudflare.
• Independently evaluate whether a completed artifact is polished, distinctive, and compelling enough to stand out.

• Demonstrated ability to build and ship interactive, functional software experiences end to end.
• Strong proficiency with modern frontend and backend development, including:
• Type Script or Java Script
• React and/or Next.js
• Python
• Tailwind CSS
• REST and/or Web Socket APIs
• Practical experience building with modern LLM APIs and AI developer tools.
• Experience with prompt engineering, agentic loops, multi‑agent workflows, and/or retrieval‑augmented generation pipelines.
• Familiarity with tools and frameworks such as Claude Code, OpenAI APIs, Lang Chain, Lang Graph, or comparable open‑source agent frameworks.
• Ability to rapidly prototype and deploy working artifacts under tight timelines.
• Strong technical judgment and the ability to make independent implementation decisions.
• High agency, resourcefulness, and comfort working from ambiguous prompts or emerging concepts.
• Ability to create polished interactive user interfaces and data‑driven experiences.
• A public portfolio is required, including 2–3 links to impressive AI‑powered artifacts, deployed applications, data visualizations, games, interactive demonstrations, or open‑source repositories.

• Experience integrating 3D, rendering, CAD, or specialized creative tools and APIs.
• Familiarity with Blender, Three.js, Unreal Engine, FreeCAD, Minecraft modding tools, or other 3D and simulation platforms.
• Experience working with real‑time data sources, digital archives, scientific datasets, production APIs, or other specialized data.
• Experience generating and working with synthetic datasets.
• Background building games, simulations, interactive maps, visual storytelling experiences, or other highly visual…