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Thaddeus Arndt

@thaddeusarndt

Message

I build prompt-driven AI workflow automation with human approval gates and clean operational handoffs.

United States

Message

What I'm looking for

I’m looking to build AI workflow automation that diagnoses messy goals and ships repeatable prompt-driven systems. I want human review gates, clean handoffs, and real operational impact—while partnering with teams on messaging, growth, and rollout.

I build practical AI workflow systems for teams, creators, and content operations. My work combines prompt systems, browser and CLI automation, research workflows, data cleanup, reporting, and human approval gates so AI tools turn into repeatable operations instead of loose experiments.

I’m strongest in roles where messy processes need to become clear workflows: AI operations, creative automation, content-growth ops, research automation, customer education, and music/audio technology. I’ve built agent-assisted workflows with Python, JavaScript, browser automation, structured handoffs, QA checklists, and review gates.

I also run PREBALLIN as a creative/AI label and workflow lab, where I test practical systems across AI music, media workflows, audience growth, and automation.

Experience

Work history, roles, and key accomplishments

Current

AI Workflow Automation Operator

Current

Independent Projects

Jan 2024 - Present (2 years 6 months)

Built agent-assisted AI workflow systems that turn messy goals and operational needs into repeatable, prompt-driven processes with review gates and clean handoffs. Developed and iterated automations for browser/CLI tasks, research pipelines, and job-search/lead-response preparation.

Prompt Decomposition ChatGpt Claude Code Codex Structured Handoff Packets Lead Response Preparation GitHub Markdown

Current

Owner / Operator

Current

Renaissauce Records / Thaddeus Arndt

Jan 2016 - Present (10 years 6 months)

Managed a self-directed creative business, handling client relationships, scheduling, technical setup, feedback, and final delivery. Translated ambiguous client goals into practical workflows, deliverables, and next steps.

Client Relationship Management Scheduling Technical Setup Workflow Design Creative Delivery

Video Creator & AI Workflow Builder

Jupiter Exchange

Feb 2024 - Dec 2025 (1 year 10 months)

Built AI-assisted music-video workflows using early image/video tools and supported end-to-end creation, including launch/community videos. Taught the workflow to others so the process could be reproduced.

AI Music Video Workflow Building Midjourney Kling Video Creation Launch Community Video Production

Head of Growth & Product Manager

Composite Labs

Jul 2024 - Jul 2025 (1 year)

Led growth and social strategy for an early-stage product, including translating user questions, beta feedback, and market signals into product direction and launch priorities. Used AI-assisted research and drafting workflows while keeping final decisions behind human review.

Growth Strategy Social Media Management Product Management Messaging Launch planning AI Research Beta Feedback Analysis