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jadenmaciel/README.md
A dial pointing at payments, beside a payment trace that resolves exactly once.

Jaden Maciel-Shapiro

Applied AI engineer in St. George, Utah. At Buzz Financial / ExpiTrans I build payment systems that never charge a card twice, and AI agents that only do what they are allowed to. Rust, Go, and Python.

Site: jadenmacielshapiro.dev

At work

  • Payment service rebuild (Rust): card sales, voids, and refunds moving off a legacy PHP gateway in seven stages, built so it can never charge a card twice.
  • Internal AI agents (Rust, OpenAI Agents API): agents in production for risk review, account changes, and partner support, each limited to the tools it is allowed to use.
  • MCP server for the gateway (PHP): lets agents in editors and internal assistants read and act on gateway data without seeing what they should not.
  • Fulfillment and shipping (Go): multi-tenant carriers, live rates, labels, returns, and tracking behind merchant storefronts.

The code is private. The case studies are on the site and in the AI engineering portfolio.

On my own time

  • gauntlet: scores every changed function's risk and fails the build when risky code lands. Go, Python, Rust, TypeScript, PHP.
  • symphony-rs: a Rust implementation of the OpenAI Symphony orchestration draft. Linear issues in, isolated workspaces and Codex sessions out.
  • transcript: turns YouTube, TikTok, and Instagram links into text. Captions first, local Whisper when there are none.
  • jstack: a skills pack for Cursor IDE and Cursor Cloud Agents.
  • prompt-improver: an offline macOS app for tightening prompts without an API key.
  • Purely: an iOS ingredient scanner for cosmetics. SwiftUI, barcode and label capture, on the App Store.

Contact

Open to applied AI roles and contract work. LinkedIn or the site.

Pinned Loading

  1. ai-engineering-portfolio ai-engineering-portfolio Public

    Public proof of agent orchestration, AI infrastructure, and shipped product engineering.

  2. symphony-rs symphony-rs Public

    Rust implementation of the OpenAI Symphony orchestration draft spec

    Rust

  3. prompt-improver prompt-improver Public

    Prompt improvement tool for clearer instructions, review loops, and AI-assisted development workflows.

    Python

  4. transcript transcript Public

    Cross-platform transcript automation CLI for YouTube, TikTok, and Instagram with zero-setup runs.

    Python 2

  5. gauntlet gauntlet Public

    Scores every function's change risk (CRAP) and fails the build when new risky code lands. Go, Python, Rust, TypeScript, PHP.

    Go

  6. jstack jstack Public

    Skills pack for Cursor IDE and Cursor Cloud Agents

    Python