Lead Engineer · 11 years in

Jakub Tordoff.

Software engineer and technical leader — frontend architecture, full-stack delivery, and AI-augmented engineering. 11 years from test engineering to leading teams that ship, mentor, and move faster — and an AI-adoption push that doubled my team's code throughput.

01

11 years, one trajectory

2016 → 2026
Lead Engineer American Family Insurance May 2024 — Present

Leading frontend architecture and delivery — technical direction, mentoring, NestJS/Node.js APIs, a large monorepo, Kubernetes & platform ownership, in-house design systems, BFF API adoption for consistent UI across web/iOS/Android, Datadog-backed observability, and an AI-adoption push that doubled the team's code throughput.

AngularNestJSMonorepoDesign systemsBFFKubernetesMCPAI advocacy
Senior Software Engineer American Family Insurance Oct 2020 — May 2024

Full-stack feature development across enterprise products — from test engineering into building the software itself.

Full-stackFrontendDelivery
Test Engineer Manager Northwestern Mutual Jul 2020 — Oct 2020

Managed test operations and restructured testing design in HP ALM — saving the project team time and money.

ManagementQA strategy
Software Test Engineer Northwestern Mutual Aug 2016 — Jul 2020

Where it started: test methodology, defect analysis, automation, and ALM administration — the engineering foundation everything since is built on.

TestingAutomationHP ALM
02

Selected work

shipped, live & in progress
03

AI advocacy & platform

at work & at home
Impact

2×code throughput

Championed AI-assisted development at my current company — trained engineers and product stakeholders, embedded AI workflows into daily delivery, and the team's throughput doubled.

Advocacy with receipts
Platform ops

Kubernetes, networking & security

Maintain a k8s stack end to end — networking, security, and best practices baked in, not bolted on — plus NestJS/Node.js APIs and a large monorepo keeping services shipping.

Production-grade ops
DevEx

Internal MCP server

Run an internal MCP server so consumers integrate faster with new and changing API contracts.

Contracts as tools
Home lab

Unraid self-hosting

My own Unraid server at home — self-hosted services, privacy-first, full control. The lab is the training ground.

Own your stack
Personal AI stack

Hermes Agent + Claude Code @ home

A self-hosted AI stack running Hermes Agent, with Claude Code wired into my network and servers — it helps monitor and maintain the whole lab. I practice the AI-first process on myself before asking teams to.

Dogfooding, daily
100% local AI · zero cloud

This site was built by a local model

Every line of this site — and the Tordoff Runner game — was written by a fully local AI model: Qwen3.8-Flash-Next (IQ3-quantized), served from my own Unraid server and orchestrated by Hermes Agent. No cloud AI APIs, no API keys, nothing leaves the house.

Local inference, in production
04

What I bring

11 years deep

Frontend architecture

  • Angular — my core strength
  • React & Next.js / SSR
  • Astro & content-first sites
  • React Native for mobile
  • Tailwind, performance & responsive UX
  • Design systems — implemented in-house builds at scale
  • Cross-platform: contribute to iOS & Android projects

AI adoption & leadership

  • Trained teams & product on AI-assisted development
  • 2× throughput from AI advocacy at my current company
  • Claude Code — my go-to AI dev tool
  • Leading teams — direction, reviews, mentoring
  • Test strategy & automation roots
  • From IC to manager: both sides known

APIs, platform & self-hosting

  • NestJS & Node.js API development
  • Large monorepo management at scale
  • Kubernetes — networking, security, best practices
  • BFF (backend-for-frontend) — consistent UI across web/iOS/Android
  • Internal MCP server for API-contract integration
  • Datadog & observability
  • Unraid home lab + self-hosted AI stack with Hermes Agent
  • Privacy-first infrastructure

Shipping mindset

  • Full-stack delivery end to end
  • Learning by building real products
  • Small-business ventures — the whole stack, solo
  • Mentoring aspiring programmers

Education — University of Wisconsin–Milwaukee · B.S. Information Science & Technology

11 years of shipping. Let's add your project.