Available for Q3 contracts · 2026

Senior full-stack engineering for teams that need to ship.

15+ years shipping production systems, frontend through infrastructure. Specializing in legacy modernization, AI integration, and end-to-end product development. Available for contract and fractional engagements through A.Team or direct.

What I do

Three things I do especially well.

Every consultant claims they can do everything. These are the engagements where my fifteen years actually compound — where deep experience produces meaningfully better outcomes than throwing more bodies at the problem.

01 / Full-Stack

End-to-end product development

Owning a feature from React component through API to database to deployment, without handoffs or "that's not my job" moments. The single-engineer-deep-stack model that lets small teams move like big ones.

React + TS FastAPI PostgreSQL End-to-end
02 / Modernization

Legacy modernization

Migrating aging PHP, Zend, and monolithic codebases to modern stacks: backend rewritten in Python/FastAPI, frontend rebuilt in React/TypeScript, infrastructure containerized and auto-scaled. SOC2-aware throughout.

PHP → Python React rebuild Zero-downtime SOC2
03 / AI Integration

LLM & AI integration

Adding OpenAI and other LLM-powered features to existing applications, end to end. Async Python workflows, structured output handling, frontend integration, and the unglamorous production concerns: rate limiting, cost monitoring, fallback behavior, evaluation.

OpenAI API Async Python Pydantic Production-ready
Stack

Tools, frontend through infrastructure.

A grouped, scannable view of what I work with day-to-day. The split below mirrors how I actually structure work: UI, services, data, and the platform underneath.

Frontend & UI

ReactTypeScriptViteJavaScript HTML5 / CSSjQueryAJAX Responsive designComponent architecture

Backend & APIs

PythonFastAPIPydanticAsync / await SQLAlchemyAlembicPHPZend Framework WordPressRESTful API design

Cloud & infrastructure

AWS (EC2, RDS, S3, CloudFront)Azure Container Apps Azure DevOpsDockerECS PostgreSQLMySQLCI/CD pipelines Auto-scalingLinux systems admin

AI & practices

OpenAI APILLM integration patterns SOC2 complianceZero-downtime deploys Performance tuningMonitoring & observability Incident responseDatabase administration
About

Fifteen years of actually shipping.

I started writing code professionally as a high schooler, redesigning a school district's web infrastructure as an intern. That project earned a regional Excellence in Business Award — and more importantly, taught me early that production software has stakeholders, deadlines, and consequences.

The fifteen years since have been spent in roles where I owned the work end-to-end across the stack: high-traffic news sites, financial-services platform migrations, SOC2-bound enterprise admin consoles, AI-powered systems for live newsrooms. The common thread is depth and accountability. The same person who designs the UI also writes the API, ships the database migration, and owns the deployment.

Based in Medford, Oregon. Available remote. I take on a small number of contracts at a time so each one gets real attention.

— Jacob Dean
Get in touch

Let's talk about what you're building.

I respond within one business day. The fastest way to get a useful answer is to include a few specifics up front.

In your first message, tell me
  • What you're building or trying to fix
  • Your current stack and any constraints
  • Timeline and rough budget if you have one
  • Whether you're hiring through A.Team or direct
Or email directly: [email protected]