Designed, built, and shipped by one engineer

Custom AI systems for companies that need more than ChatGPT.

AI copilots, intelligent automation, forecasting, and decision-support systems built around your data, workflows, and business goals. From strategy to deployment, I build production AI that teams actually use.

  • 8.5 years shipping production ML and AI, end to end
  • Anomaly detection across 500+ locations · 100+ live signal features
  • 3-mode AI assistant in daily use for dealer training

Recent systems in production

Not prototypes. Systems running today, with real users and real stakes.

Financial Decision Copilot

  • Supports repeated, high-stakes investment decisions
  • Instant answers over internal research, memos, and past decisions
  • Every recommendation traceable and measured

Decision cycles got faster, with an auditable trail behind every call.

AI Dealer Training Platform

  • 3-mode AI assistant embedded into the training workflow
  • Replaced spreadsheets and manual processes
  • Real-time insight into training performance

Leadership sees where dealers get stuck and adapts material in near real-time.

Real-Time Audio Intelligence

  • Live signal processing — 100+ features from raw room audio
  • Pattern recognition with an adaptive decision engine
  • Running continuously in a live hospitality venue

A live "situational awareness" signal tied directly to operational decisions.

What problems I solve

If your team is buried in repetitive questions, manual processes, or decisions made on stale information — that's the work.

Internal knowledge assistants

Your employees find answers instantly instead of pinging the one person who knows.

AI copilots for employees

Assistants embedded in real workflows — drafting, triaging, and preparing work for human review.

Forecasting & decision support

Know what's coming with clear uncertainty bands, and decide with the numbers in front of you.

Operational automation

The "we copy-paste this 200 times a week" problems, handled end to end.

Real-time monitoring systems

Anomalies, fraud, and pattern changes caught as they happen — not in next month's report.

Custom AI products

AI as a first-class part of your product, from backend to user experience.

Why clients hire me

Most AI projects fail because they stop at prototypes. I focus on production systems:

Architecture before prompting

Measurement before hype

Evaluation built in from day one

You talk directly to the engineer building it

End-to-end ownership, data to deployment

Software that survives outside the demo

How working together works

A simple, transparent engagement model that protects both sides and keeps the project moving.

  1. 1. Scope call

    A focused call on where you are today: data, systems, constraints, and the outcome you want. Concrete terms — metrics, timelines, who owns what.

  2. 2. Fixed-phase plan

    A written plan broken into phases with explicit deliverables, success criteria, and a fixed quote.

  3. 3. Deposit & kick-off

    Work begins with a 50% deposit via PayPal business invoice to customaimodels@gmail.com. Scope locks, execution starts.

  4. 4. Weekly cadence

    We meet weekly to review progress and make decisions. You always know what's done, in progress, and next.

  5. 5. Milestone delivery & balance

    Each phase ends with the agreed deliverables: code, models, documentation, deployment. Balance due on delivery.

  6. 6. Iterate or hand off

    We move to the next phase, or I hand off clean artifacts to your team with a clear transition plan.

Ready to talk about a real project?

If you have a concrete use case and want to know what it takes to ship it, the next step is a scope call. Every quote is tied to a specific problem, phase plan, and set of deliverables.

Book a scope call Email Yeriko

Not ready for a call? Describe your use case to the assistant and get an AI-generated project assessment in under 5 minutes.