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ClassificationI am a Certified Google AI Professional and systems architect with advanced technical training from Anthropic Academy in agentic workflows, tool-use architecture, and advanced cognitive systems. For the past six years, I have actively developed and managed local AI system infrastructures, fine-tuned large language models, and deployed multi-agent operations within my own digital studio. My deep technical familiarity spans the underlying structural logic of leading enterprise and open-source models—including the Claude, Gemini, and Flux/StableDiffusion ecosystems—enabling me to optimize complex prompts and audit model behaviors with an engineer's perspective. My experience moves past basic data labeling and into high-level data structuring and human-in-the-loop model reinforcement. I have a proven track record of translating chaotic, real-world operational inputs into secure, structured data engines, as well as engineering custom source parsers to isolate and format targeted data pipelines. Because I build, employ, and troubleshoot automated workflows and AI subagents for a living, I excel at generating precise training prompts, executing rigorous cross-platform validation, and refining AI outputs to meet exact logical, structural, and aesthetic benchmarks.
Besides doing data labeling and AI training for my own projects and company, I have also done work in the past for Outlier.ai and Handshake.ai
I've completed multiple Google Certificate programs for AI topics, as well as many Anthropic AI Certifications, a Datablocks AI & Business Certification, and an AI & Career Development Certificate
Co-Founder & Technical Lead | Retro Violet Studios March 2020 – Present Co-established and scale a multidisciplinary stu
