Intensive Japanese Study Course

Bachelor's degree

Contracted AI systems work in a real operating environment.

Focus areas include:
- AI-assisted workflow infrastructure
- Internal tools and operational support systems
- Agentic workflows with human review points
- Context, task state, and process visibility
- Practical automation for repeated work

AI Systems Developer

Managed bar and hospitality operations in high-pressure guest-facing environments.

Relevant strengths:
- Coordinated service, staff, guest issues, inventory, and daily operational handoffs.
- Worked inside email, spreadsheet, PMS, POS, and hospitality systems-heavy environments.
- Built operator-level judgment around what makes workflows succeed or fail in real service settings.
- Developed strong communication, prioritization, and problem-solving habits under pressure.

This experience informs my AI systems work: useful tools have to respect the people, timing, constraints, and messy handoffs inside real operations.

Bar Manager

Business Owner

Hospitality Tech Consultant

<p>Cirlet is the public home for my AI systems, automation, and practical product-building work. I build agentic workflows, internal tools, workflow automations, AI media systems, and product prototypes for messy operational problems. The work usually starts with unclear context and becomes a system: interfaces, state, review loops, APIs, databases, and agent/tool workflows that make the next action easier to see. Representative work includes: - Executioner: personal execution-system prototype with onboarding, payments, email, app flows, and AI-assisted planning concepts. - Nova OS / Central Brain: private pattern for durable agent memory, project state, follow-ups, and task visibility. - Julian / media workflows: AI avatar/video/control-panel experiments around generated media, review loops, and API-driven production. - Workflow handoff tools: small diagnostic tools that turn messy operational handoffs into concrete product surfaces. Tools and patterns: React, TypeScript, SQLite, S</p>

Founder / AI Systems Builder

AI systems builder focused on agentic workflows, internal tools, automation, and practical product prototypes.

productHunt

github

Know about Tyler Mayberry's work experience, education, and much more. Tyler Mayberry