Friday night · Under the lights

Ryan Wilk

Principal Software Engineer · AI-Native Developer Workflows · Customer-Facing Engineering

Tonight's broadcast: one career, called as a single game-winning drive

Play-by-play · ball on the 20

The Drive

Eight plays, seventy-five yards, no punts. Every stop moved the chains — and the last five end in the paint.

1st & 10Own 20Q1 · 2013–15

Norfolk Southern

Mechanical Supervisor · Altoona, PA

The opening series — heavy personnel, straight ahead. A supervisor on a locomotive refurbishing floor gets tired of watching good people retype numbers, so he teaches himself to code: a multi-tier production-line data system to track product and inventory, and Python quietly takes over the CNC quality-control reports.

  • 8 hrs/week manual entry eliminated
  • ~$12,500 annual savings

Gain of 12 · First down — power run, off tackle

1st & 10Own 32Q1 · 2015–18

NAVSEA SWRMC (U.S. Navy)

Engineering Technician V · San Diego, CA

Play-action off the run game. At the Navy's Southwest Regional Maintenance Center he builds a MERN-stack data collection system nobody asked for, cuts information-processing time, automates the stakeholder reporting — and the league takes notice.

  • U.S. Navy Innovation Award recognition

Gain of 8 · And a game ball — play-action, deep post

1st & 10Own 40Q2 · 2016–18

SSR Digital Displays

Founder · San Diego, CA

Trick play — run at night, while the starters rest. He founds SSR on the side and builds a full-stack, real-time digital menu system updatable from any web-connected device. Installed in 3 San Diego bars and 2 Philadelphia bars.

  • 5 venues live

Gain of 6 · Flea flicker — no-huddle, nights & weekends

1st & 10Own 46Q2 · 2018–19

Accenture

Senior Analyst — Application Developer · Philadelphia, PA

Screen pass taken upfield. Embedded customer-facing with Accenture Life Science Cloud clients, he leads discovery on document-upload pain points — then ships the fixes and the automation himself instead of writing a deck about them.

  • -84% client-reported issues
  • ~$45,000 annual labor savings

Gain of 11 · Chains move — screen right, blockers out front

1st & 10Opp 43Q3 · 2019–21

Comcast · X1 Telemetry

Front-End Developer — Team Lead, X1 Telemetry · contracted via TekSystems · Philadelphia, PA

The deep shot everyone remembers. He leads 3 developers re-architecting the real-time telemetry front-end around NgRx, and his JS data-collection library gets adopted by other teams — scaled out to 30,000,000 devices. Highly animated D3.js visualizations, including a live U.S. map of per-market performance, play on every screen in the building.

  • 30,000,000 devices reached
  • 87% outstanding tech debt resolved
  • +200% new-feature delivery speed

Gain of 16 · Crowd on its feet — four verts, ball on a rope

1st & 10Opp 27Q3 · 2021–22

Fort Robotics

Senior Engineer — Front-End Team Lead · Philadelphia, PA

Quarterback keeper — no handoff, no hesitation. He leads 5 engineers building the company's first client-facing product, an Angular web + Ionic mobile device-management portal for the robotic safety-controller platform, and owns customer outcomes on a 0→1 launch: ambiguity scoped, quality owned, junior team grown. The core component library — infinite-scroll directives, form wizards, async validators — is built with strict type safety and RxJS.

  • 5 engineers team led
  • 0→1 launch product

Gain of 9 · Keeper up the middle — QB draw, fresh downs

1st & 10Opp 18Q4 · 2022–25

Comcast · Xumo

Principal Engineer — Technical Lead, Xumo TV Platform · Philadelphia, PA

West Coast quick game — everything on time, everything in rhythm. Technical lead for the resident smart-TV app bridging client UI, third-party apps, physical TV hardware, and external APIs. He draws up the TV Toolkit, a one-click debugging and device-interface suite, and cuts onboarding and dev cycles 10%. Graduates Comcast's AI Academy; the capstone ships a model that lifts acceptance of suggested next actions 30% in a customer-facing troubleshooting chat. Promoted to Principal mid-drive.

  • -10% onboarding & dev cycles
  • +30% AI Academy capstone lift

Gain of 13 · Inside the five — slant-flat, rhythm throw

1st & GoalOpp 5Q4 · 2025–now

Comcast · X1

Principal Engineer — AI Technical Lead, X1 Platform · Philadelphia, PA · current

Two-minute offense. No huddle. He runs a squad embedded across the X1 organization, calling AI plays the rest of the company adopts: an automated vulnerability-fix pipeline that opens human-in-the-loop PRs — open security vulnerabilities down 80% — and a large-scale, spec-driven, AI-assisted migration of a mission-critical Java application from Java 8 to Java 25. Behind those: an AI system that repairs broken tests and hunts E2E coverage gaps, and an LLM onboarding tool that lets non-technical stakeholders explore the codebase, design specs, and mock features. The clock is running. He is not slowing down.

  • -80% open security vulnerabilities
  • Java 8 → Java 25 AI-assisted migration

Drive alive · 1st & Goal — clock running, calling his own plays

Touchdown — the drive completes: eight plays, seventy-five yards, no punts.

Sideline · laminated call sheet

The Playbook

Six plays he drew up himself — chalk still wet. Tap a diagram to run it again.

Play 012026

myInkwell

solo-built production platform

Flood RT — every layer

Users design characters, AI illustrates the story, and a hardcover book shows up at the door. Solo-built across every layer the position touches: multi-provider AI with real prompt iteration and cost/latency tradeoffs, blue/green rollouts, E2E testing, production observability.

PersonnelAngular, Python FastAPI, AWS, MongoDB, multi-provider AI, Stripe, Cloudflare, Axiom, PostHog
Run the tape →

Play 022025

SpendWatch

live on the App Store & Google Play

Split backs — whole household

Multi-tenant household finance with an AI coach in the backfield (Gemini): performance charting, cloud functions, push notifications, and publishing fully automated through GitHub Actions. Live on the App Store & Google Play.

PersonnelFlutter, AWS (Cognito, S3, DynamoDB, CloudFront), Gemini, Elasticsearch

Play 032023

Rehuman

forward-deployed startup architecture

Mesh — data crosses the field

Forward-deployed with Accenture's first entrepreneur-in-residence startup to architect the core product: a pipeline ingesting wearable healthcare data into their AI engine, ETL, and web portals for B2B and B2C stakeholders.

PersonnelReact, RabbitMQ, Docker, Kubernetes, Azure
Run the tape →

Play 042020

Workflow Manager

“JIRA for contractors”

Levels — every depth covered

Full-stack bidding & estimation tracker for a construction management company: data entry, dashboards, reports, charting, exports, and per-project file attachments — the whole front office on one screen.

PersonnelAngular 12, NgRx, Node, Express, websockets, MySQL
Run the demo →

Play 052026

taskr

4 platforms, 1 codebase

Four verts — one snap

Cross-platform goal tracking with AI coaching built in — check-ins and plan generation from health data, goals, and performance. Four receivers, one snap: four platforms out of a single codebase.

PersonnelFlutter, Gemini, Firebase
Run the tape →

Play 062026

MCP Tool Server

self-hosted AI tooling

Audible — hot route on demand

A locally hosted MCP server delivering custom tools to his own AI agents — the audible called at the line when the defense shows something new. Example tool: a resilient weather cache.

PersonnelPython, FastAPI, FastMCP
Run the tape →

Film Room

older tape — grainy, but it holds up
2017

SSR Digital Displays5 venues live

Real-time digital menu system updatable from any web-connected device.Angular, Firebase

2019

Alpine Knivese-commerce platform

An e-commerce platform for a mid-size company.Angular 8, Firebase, Stripe, SendGrid

2019

Brody's Burgersowner-editable from a phone

A restaurant site whose owner edits all content from their phone.Angular, Firebase

2021

The Burwell Projectshared family ledger for a co-working space

A collaborative workspace rental management system: scheduling, billing, and reservations on a shared ledger.Angular, Firebase, Stripe

2025

This site's infrastructurethe portfolio hosts itself

Migrated from Firebase hosting to self-hosted: Node/Express behind nginx, Docker Compose, Let's Encrypt.Node, Express, Docker, nginx, Let's Encrypt

Personnel

Depth Chart

Every position group on the roster. The starters are highlighted; nobody here is on the practice squad.

AI-Native Workflows

runs the offense

  • Agentic PR review & fix loops
  • Large-scale AI-assisted migrations
  • Spec → implementation systems
  • AI test repair & E2E generation
  • Prompt iteration
  • Human-in-the-loop rollout design
  • Debugging model failure modes

Frontend

the flash — what the crowd sees

  • Angular
  • React
  • RxJS
  • NgRx
  • D3.js

Backend

the workhorse — carries every down

  • Node.js
  • Python FastAPI
  • GraphQL
  • REST

Languages

up front, every snap

  • TypeScript / JavaScript
  • Python
  • Java
  • SQL

Cloud & Infra

blocks, catches, does everything

  • AWS
  • Azure
  • Docker
  • Kubernetes
  • Nx monorepos

Data

data backs — nothing gets past them

  • MySQL
  • SQL Server
  • MongoDB
  • Elasticsearch
  • Neo4j
  • Firebase

Production Reliability

special teams — wins the hidden yards

  • Observability
  • Blue/green deployments
  • Canary rollouts
  • Monitoring & alerting
  • CI/CD (GitHub Actions, Concourse)
  • E2E testing (Cypress, Jest)

Front office

Scouting Report

The combine numbers hold up.

2022

Johns Hopkins UniversityGraduate coursework, Computer Science

4.0 GPA
2012

Virginia TechB.S. Mechanical Engineering

2016

Technische Universität Darmstadt, GermanyB.S. (additional)

Point after

The drive put six on the board; this kick makes it seven. The next possession is yours to call — put Ryan Wilk on your roster.

software@ryanwilk.com