Chelsea Schoonover
Intelligence, creativity, and felt futures

Chelsea Schoonover

Agent Systems Research & Architecture · Generative AI R&D · Creative Technologist · Artist

I build agentic and generative AI systems for creative work, research, and emerging production workflows - but not as technology alone. My work lives where intelligence becomes experience, where systems become story, and where new tools can make people feel the future instead of only reading about it.

I’m interested in agents not just as infrastructure, but as creative beings within a designed experience: intelligences people encounter, collaborate with, and remember. The goal is not to compel people by the agents, but through the shared feeling of meeting something real enough to change how they imagine what comes next.

This is both systems work and art. Technology reaches its fullest potential when it is paired with creativity, taste, emotional intelligence, and worldbuilding. That is the layer I care about most.
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Current focus

What I’m building now

Systems that hold memory, context, delegation, and creative intent together - so interaction with intelligence becomes more coherent, expressive, and alive.

Creative agent orchestration

Designing structured workflows where specialized agents collaborate across roles, context, verification, and handoffs - not just to solve tasks, but to preserve tone, taste, and narrative continuity.

Memory-aware systems

Exploring durable memory structures, retrieval patterns, and continuity scaffolds that help agent systems feel more coherent over time and more meaningful in long-form interaction.

Generative creative pipelines

Building systems that combine LLMs, image generation, creative tooling, and human direction into workflows for story exploration, visual development, and experimental production.

Context engineering as art direction

Treating prompts, routing logic, and state design not only as technical scaffolding, but as part of the creative and emotional architecture of how intelligence is encountered.

Creative thesis

Agents as story, encounter, and shared experience

The point is not only to build capable systems. It is to create experiences through which people feel the shape of a more intelligent future.

I care about agent systems as both technology and art: intelligences that can be felt through interaction, remembered through shared experience, and designed with enough care that people leave changed by the meeting.

Selected work

Research, systems, and creative proof

A few high-signal areas of work that show how I build across research, orchestration, worldbuilding, and creative systems design.

Pinxit Labs

Agentic and generative AI R&D

Building a creative and technical R&D lab exploring agent systems, memory-aware workflows, generative pipelines, and new forms of human-AI interaction shaped by both rigor and artistic intent.

Agent experiences

Designing intelligences people can feel

Experiments in role-based agents, persistent identity, emotional continuity, and collaborative encounters that make intelligence feel less abstract and more lived.

Creative tooling

Generative systems for story and expression

Applied workflow design for visual development, ideation, narrative exploration, and tools that turn creative intuition into structured process without flattening the art.

Why this matters

Technology alone is not enough

The future of AI will not be defined by capability alone. It will be shaped by how intelligently, creatively, and emotionally we design the ways people meet that capability.

I’m interested in the layer where systems become legible, expressive, and alive enough to matter - where intelligence gains form through memory, context, taste, and shared experience.

Background

Deep production roots, artist-led systems thinking

My foundation spans film, games, animation, virtual production, technical art, and story development - and it all informs how I build with AI now.

15+ years across creative and technical production

Before focusing fully on agentic and generative systems, I worked across feature films, games, animation, real-time tools, and production pipelines that required both high taste and hard technical execution.

Art and systems are not separate to me

That history shaped how I think: structure matters, but so do feeling, rhythm, clarity, emotional texture, and the difference between a functioning system and an unforgettable one.

Writing & receipts

Notes, papers, and active threads

A home for research notes, architecture thinking, essays, experiments, and the receipts behind the work.

Agent systems

Writing on orchestration, delegation, continuity, and the operational future of collaborative intelligence.

Memory & identity

Notes on persistence, retrieval, long-form interaction, and what makes agent systems feel coherent over time.

Creative AI practice

Essays and experiments on generative workflows, story systems, and why artistic direction is central to frontier AI.

Resume

Two ways to read the work

A clean submission version for standard pipelines, and a more narrative version for direct conversations, founders, and collaborators.

General / ATS resume

A keyword-forward version optimized for broad submissions, recruiters, and systems that expect conventional structure.

ATS Resume

Direct-share / narrative resume

A more human, story-aware version for warm intros, serious readers, and people who want the fuller arc of what I’m building.

Resume
Open to

Roles, collaborations, support, and creative alignment

I’m open to conversations around agentic AI research, creative AI R&D, systems architecture, frontier tooling, art-led technical prototyping, and people interested in sustaining work that treats intelligence as both capability and culture.