Vessel RJW-1428 · outbound

RyanWilk

Principal engineer · AI-native workflows · customer-facing

Ten years underway. Eight gravity assists — every stop bent the trajectory, every stop added speed.

Leg 01 — The trajectory

Gravity assists

A career is a flight path. Mine slingshots past eight bodies, and none of the velocity was free.

Assist 01 · Δv +4.2 km/s

Norfolk Southern

Mechanical supervisor · Altoona, PA · 2013–2015

Locomotive works — engines, wheelsets, traction motors. The line ran on paper, so I taught myself to code: a production-line data system, then Python automating the CNC quality checks. First burn.

7.2 → 11.4 km/s
Assist 02 · Δv +4.5 km/s

NAVSEA · U.S. Navy

Engineering technician V · SWRMC, San Diego · 2015–2018

Built a MERN-stack data collection system for the fleet — it earned a U.S. Navy Innovation Award. A commendation pinned at this assist. The software kept outrunning the steel.

11.4 → 15.9 km/s
Assist 03 · Δv +5.4 km/s

SSR Digital Displays

Founder · San Diego · 2016

A digital menu-board startup — real-time boards behind three San Diego bars and two in Philadelphia, updated from any web-connected device. First company, first production users.

15.9 → 21.3 km/s
Assist 04 · Δv +5.5 km/s

Accenture

Senior analyst · Life Science Cloud · 2018–2019

Embedded with Life Science Cloud clients — enterprise scale, heavy orbits. Ran discovery on their document-upload pain, then built the automation: client-reported issues down 84%.

21.3 → 26.8 km/s
Assist 05 · Δv +6.3 km/s

Comcast · X1 Telemetry

Front-end team lead · via TekSystems · 2019–2021

First chair at the helm. Led three engineers re-architecting the telemetry front-end around NgRx, and wrote a data-collection library that flies on 30 million devices — with D3 instruments to read it, a live map of the country among them. Feature delivery tripled.

26.8 → 33.1 km/s
Assist 06 · Δv +6.8 km/s

Fort Robotics

Senior engineer · front-end team lead · 2021–2022

Led a crew of five building the company's first client-facing product — an Angular web and Ionic mobile portal commanding a fleet of robotic safety controllers. The burn that turned a hardware shop into a platform company. Core component library in strict TypeScript and RxJS.

33.1 → 39.9 km/s
Assist 07 · Δv +7.4 km/s

Comcast · Xumo TV

Principal engineer · technical lead · 2022–2025

The resident smart-TV app — one craft docking client UI, third-party apps, television hardware, and external APIs. Built the TV Toolkit debugging suite for devs and QA. AI Academy capstone shipped an XGBoost model: next-action acceptance up 30%.

39.9 → 47.3 km/s
Assist 08 · Δv +7.9 km/s

Comcast · X1 Platform

Principal engineer · AI technical lead · May 2025 →

Current heading. A squad embedded across the X1 org, shipping AI workflows adopted company-wide: an agentic pipeline that cut open vulnerabilities 80%, a spec-driven AI migration of a mission-critical system from Java 8 to 25, AI test repair and generation, an org-wide LLM onboarding tool. Still accelerating.

47.3 → 55.2 km/s

Leg 02 — Planetary survey

Six worlds

Systems I built and shipped, each with its own moons. Newest worlds first on approach; they are all still inhabited.

Angular 21
Tailwind 4
FastAPI
MongoDB
AWS
Multi-provider AI
Flyby 01 · body INK-1

myInkwell

Class — AI · flagship · 2026

A production platform, solo-built. Readers design characters, AI illustrates their stories, and the stories arrive as hardcover books. Below decks: prompt iteration, cost-and-latency tradeoffs, blue/green rollouts, observability — Stripe, Cloudflare, Axiom, and PostHog in the hold. The newest world, and the brightest.

Moons Angular 21 · Tailwind 4 · FastAPI · MongoDB · AWS · Multi-provider AI

myinkwellbooks.com
Flutter
AWS
Gemini
Elasticsearch
Flyby 02 · body SPW-2

SpendWatch

Class — household finance · multi-tenant · 2025

A multi-tenant household ledger — one budget, every hand on deck — live on both app stores. AI coaching reads the spending, push notifications keep the crew honest, and GitHub Actions publishes each release with no hand on the controls.

Moons Flutter · AWS · Gemini · Elasticsearch

Flutter
Gemini
Firebase
Flyby 03 · body TSK-3

taskr

Class — cross-platform · AI coach

A goal tracker that flies every deck — iOS, Android, desktop, web — from one Flutter codebase. Built-in AI coaching reads health data, goals, and performance, then checks in and writes the plan. Gemini-powered, Firebase-backed.

Moons Flutter · Gemini · Firebase

github.com/rjw1428/taskr
Python
FastAPI
FastMCP
Flyby 04 · relay MCP-4

MCP relay

Class — relay station · agent tooling

Not a world — a relay. A locally hosted MCP server handing custom tools to my AI agents; first instrument aboard, a resilient weather cache. Small, cold, always on.

Moons Python · FastAPI · FastMCP

github.com/rjw1428/weather-api
React
RabbitMQ
Docker
Kubernetes
Azure
Flyby 05 · body RHM-5

Rehuman

Class — healthcare AI · forward-deployed · 2023

Forward-deployed with Accenture's first entrepreneur-in-residence — a healthcare AI startup. Architected the core product: a pipeline carrying wearable vitals into their AI engine, ETL beneath, B2B and B2C portals above. A world with a pulse.

Moons React · RabbitMQ · Docker · Kubernetes · Azure

rehuman.co.uk
Angular 12
NgRx
Node / Express
MySQL
Flyby 06 · body WFM-6

Workflow Manager

Class — SaaS · contractor ops · 2020

JIRA for contractors. Bidding and estimation tracked from first walkthrough to final invoice — dashboards, reports, charting, exports. Built for crews who measure twice.

Moons Angular 12 · NgRx · Node/Express · MySQL

workflowmanagerpro.com · demo

Distant objects — catalogued earlier

  • SSR Displays Real-time menu boards behind five venues in two cities. First company.
  • Alpine Knives Storefront for hand-finished knives — catalog to checkout to email.
  • Brody's Burgers A restaurant site the owner edits from his phone. No developer in the loop.
  • The Burwell Project Shared-workspace rentals — scheduling, billing, reservations. Angular, Firebase, Stripe.
  • Ground station This site, self-hosted — Node behind nginx, composed with Docker.

Leg 03 — Star chart

Known constellations

The instruments aboard, charted the old way — by the stars I actually steer with.

TypeScript Angular React NgRx RxJS D3 Flutter · Dart Tailwind

The Interface

Frontend · 8 stars

Node / Express Python · FastAPI Java GraphQL SQL MongoDB Firestore

The Engine

Backend · 7 stars

Spec-driven Agentic PR loops Test generation AI migrations Prompt iteration Applied ML

The Oracle

AI practice · 6 stars

Docker AWS Kubernetes Azure Elasticsearch CI / CD MySQL

The Keel

Infrastructure · 7 stars

Academy records

  • Johns Hopkins — graduate coursework, CS · 4.0 · 2022
  • Virginia Tech — B.S., mechanical engineering · 2012
  • TU Darmstadt — B.S., Germany · 2016

Leg 04 — Transmission

The channel is open

The next assist is unplotted. If you're building something worth gaining speed for, send a signal.