Jason Aaberg
Book a call

00 / Senior systems engineer · 25 yrs · Based in Texas

One engineer.
A full dev shop’s output.

I design, build, and run production software for banks, wealth managers, and growing businesses. Twenty-five years of AWS and infrastructure work, now shipping complete products solo with AI-accelerated development.

Book a 20-minute callSee the work
Ship log · last 6 months7 entries
  1. DEPLOYmdrmiqv3.67.0 → prod, fail-closed test gate
  2. LAUNCHtriviumwww rebuilt on S3 + CloudFront
  3. APPROVEDtriviumPurpose Profile cleared by compliance, live
  4. LAUNCHquorumcredit engine demo live, maker-checker audit
  5. RELEASEpuenteiqv1.0.2 on App Store + Google Play
  6. RELEASEtally-hov1.1 on the App Store, P2P multiplayer
  7. APPROVEDtally-hov1.0 passed App Review, 7 days after commit 1

1,176 commits on mdrmiq alone · 277 API routes · 545 test files

For buyersI need something built→ ServicesFor buildersI want to build like this→ Book & writing
  1. 0180%helpdesk tickets eliminated with an AI resolution system
  2. 02$200K+/yrinfrastructure savings delivered
  3. 033SaaS products in production
  4. 0425+years running systems for 2,000–7,000-user companies

01 / Services

Three ways to hire me.

Fixed scope, weekly demos, you own the code. We size it together on a 20-minute call.

MVP

MVP Sprint

Your product, deployed on AWS, with auth, billing, and the two integrations that matter. You own the code.

Shipped solo and running in production: MDRM IQ (regtech SaaS), Puente IQ (App Store + Google Play), Trivium Purpose Profile (compliance-approved client tool).

3–5 weeksWhat’s included →

AI Integration

AI Integration Sprint

One painful workflow (support tickets, document intake, reporting) automated end-to-end with evals and guardrails.

AI ticket-resolution system: 100K+ historical tickets analyzed, auto-response above 75% confidence, 80% reduction in daily helpdesk volume.

3–4 weeksWhat’s included →

Modernization

Legacy Modernization & AWS Cost Audit

Inventory of what you run, what it costs, what breaks next, and a 90-day plan. Previous audits turned into $90K and $100K annual savings.

$200K+ per year in documented infrastructure savings; 600+ legacy servers mapped; 120+ EOL servers consolidated to under 40.

2–3 weeksWhat’s included →

All services, including the fractional retainer →

02 / Featured work

Built solo. Running in production.

Banking / regtech · 6 months to production, Mar–Sep 2026 (ongoing)

permission pending

MDRM IQ: regulatory intelligence for community banks, built and run solo

3,929 call-report line items held for every FDIC-insured bank, ten years deep

Next.js 16React 19TypeScriptPostgreSQLDrizzle ORMRedis
4,296
FDIC-insured institutions with a free, no-login profile
41
quarters of filings in the data spine (2016Q2–2026Q2)
1,176
commits in 6 months, one developer
14,276
tests in the fail-closed deploy gate (516 files)
Read the case study →

03 / Products

Software I build and operate.

Products live under Unomia Labs. Each one is a running proof that the method works.

MDRM IQ

Live

Regulatory exam intelligence for community banks: FDIC/FFIEC/UBPR data, peer groups, mock examiner, exam-binder generation.

WebNext.jsTypeScriptPostgresAWS

Unomia Labs LLC

Puente IQ

Live

Bilingual mobile app for the US–Mexico border: live crossing intelligence with maps and alerts.

App StoreGoogle PlayExpoReact NativeMapLibreRevenueCat

Unomia Labs LLC

Trivium Purpose Profile

Live

Compliance-approved client assessment tool for a wealth management firm, with PDF output and strict CSP.

WebHTML/CSS/JSNodeAWS S3 + CloudFrontSES

Built for Trivium Asset Management Partners

Quorum

In dev

Credit-packaging engine: upload documents, deterministic recompute, sign-off with an append-only audit trail.

WebTypeScript monorepoExpressReactPostgres

Unomia Labs LLC

Tally Ho

Live

Game-scoring app for iPad and iPhone with offline peer-to-peer sync between devices.

App StoreExpoReact NativeSQLiteMultipeer

Jason Aaberg

TAS Forge

In dev

Reinforcement-learning agents that speedrun classic console games, with a live training dashboard.

Pythonstable-retroRLCUDA

Jason Aaberg

All 10 products →

04 / The book

The One-Man Dev Team: How AI Turns a Solo Builder into a Full Shop.

The system I use to run product, backend, mobile, and ops as one person with Claude Code: from spec to deploy, with the guardrails that keep it from falling over.

Read the sample chapterAbout the book

Next step

Have a build or a mess that needs an owner?

Twenty minutes, no deck. I’ll tell you if it’s a fit and what it would take.

Book a 20-minute callor use the intake form