node v20python 3.11Detroit (EDT)Michigan • from NYC
$ npx samuel-hu init
Software Engineer @ Ford Credit. Builder of ScopeLabs, Nuclo, CookEase, and Dreamloop. I ship AI‑native software that saves people time.
●now.sh
// shipping log > scope-labs build --ocr --api ✔ deployed @ api.scopelabs.dev > nuclo design --cohorts --ranking ✔ flows approved > journal sync ✔ weekly founder notes recorded
// background
experience/
Software Engineer · Ford Motor Credit
2025 — PresentNovi, MI
// AI-driven borrower risk tools; LLM-enabled workflows. // OCR/data extraction prototypes using Doc AI & FastAPI. // Internal search across FAQs and docs.
PythonFastAPIGCPLLMsPostgres
SWE Intern (x2) · Ford Motor Company
Summer 2023 • Summer 2024Dearborn, MI
// Dealer info updater full‑stack tool (React + Spring). // GCP pipelines; OCR landscape analysis; auth & search.
ReactSpring BootGCPOCR
// selected work
projects/
// essays & notes
writing/
README — Designing a Life OS for Builders
How to create systems that help you ship consistently while maintaining work-life balance.
last updated Aug 20258 min read
README — LLM Agents That Actually Ship
Moving beyond demos to production-ready AI agents that solve real problems.
last updated Jul 202512 min read
README — OCR to Production: A Playbook
Lessons learned from building document processing systems that handle millions of documents.
last updated Jun 202515 min read
// open a ticket
contact/
I’m focused on AI‑native products that save people time. If that resonates, open an issue or send an email — I read everything.
availability.yaml
open_to: [speaking, advising, early_customer_chats] location: Detroit_area remote: true