AI systems engineer / product builder

AI systems that automate real business workflows.

Zachary Jeffreys

Software engineer focused on AI workflows, backend systems, and product UIs that feel fast, credible, and easy to trust.

AI SystemsCloud InfrastructureFull-Stack Delivery

Current focus

AI products, backend architecture, and web interfaces with a clean, technical visual language.

Zachary Jeffreys
Available for engineering rolesAI + Full Stack

Core stack

Building across product, data, and AI infrastructure.

  • AI Systems
  • Python
  • FastAPI
  • AWS
  • Postgres
  • Vector Search
  • Data Pipelines
  • API Design
  • Next.js
  • Full-Stack Delivery
Selected work

Projects.

A cleaner technical overview of product, automation, and platform work.

  • AI Safety Platform01

    Live product

    SaferPrompt

    Prompt Security • PII Redaction • Multi-Model Routing • Compliance

    Built an AI workflow layer for businesses that need the upside of LLMs without exposing sensitive data. SaferPrompt redacts private information before AI interactions, routes requests across multiple models to improve response quality, and adds compliance-aware safeguards around real business usage.

    • Prompt Security
    • PII Redaction
    • Multi-Model Routing
    • Compliance
  • Music Intelligence02

    Early AI engineer

    Vibeset

    Metadata Systems • Prompt Engineering • Music Curation • Multi-Modal UX

    As an early AI engineer at Vibeset, I worked on AI-powered music curation systems that turned metadata, prompting, and custom model logic into a more interactive listening experience. The engineering problem was real: bring order to messy catalog data, generate useful music intelligence, and help power multi-modal product experiences that go beyond passive playback.

    • Metadata Systems
    • Prompt Engineering
    • Music Curation
    • Multi-Modal UX
    Private Project
  • Internal tooling03

    Private build

    Data Agent

    Python • AWS Lambda • DynamoDB • OpenAI

    Automated data ingestion, embedding generation, and retrieval workflows for internal knowledge bases and docs.

    • Python
    • AWS Lambda
    • DynamoDB
    • OpenAI
    Private Project
  • Platform foundation04

    Reusable system

    APIs Toolkit

    Node • FastAPI • Redis • OpenTelemetry

    Reusable auth, rate-limit, tracing, and error-handling patterns for services that need consistency across endpoints.

    • Node
    • FastAPI
    • Redis
    • OpenTelemetry
    Private Project
  • Frontend system05

    Current build

    Portfolio

    Next.js • Tailwind • Vercel

    This site, rebuilt into a cleaner dark portfolio foundation with shared styles and more consistent hierarchy.

    • Next.js
    • Tailwind
    • Vercel
Contact

Let’s build something useful.

Open to AI, platform, and product engineering work where strong systems thinking and clean execution both matter.

Direct email

zachary.jeffreys.programming@gmail.com

Email is the fastest way to reach me for full-time roles, contract work, or product conversations around AI systems and developer tooling.