AI Generalist · Founder
2026 – present
xCraft AI · AI Consulting & Studio · Nights & Weekends · San Diego, CA
- Founded an AI consulting practice for small-business operations, run in parallel with the engineering role below and now taking first engagements: workflow audits, custom assistants, and scoped agents with human-in-the-loop guardrails, each built to a written spec and tested before it ships.
- Designed, built, and shipped xcraftai.com: a bilingual (English / Traditional Chinese) portfolio and studio site, generator-built from source, carrying a public engineering log of dated builds.
- Run an AI media production pipeline (script, voiceover, imagery, assembly); first video in production.
▸Full context
How the practice runs
- Every build starts from a written spec and a defined success test, so the client knows what "done" means before work begins.
- One build at a time, human-in-the-loop by default: the AI drafts and sorts, a person confirms the decisions that matter.
- Privacy-first: regulated or sensitive data is handled locally rather than pushed through general-purpose AI tools.
- Early engagements run as scoped pilots that prove value on a real workflow before anything scales.
What the engineering brings to it
- The same habits that qualify aerospace hardware: specify the requirement, test against it, document what was decided and why.
- Comfort translating a messy real-world process into a scoped, verifiable system, and knowing where a human check belongs.