Jeffrey Taylor — Applied AI Engineer

AI that ships. Agents that work. Outcomes you can measure.

Founder of Auxelion, an applied-AI consultancy. I deploy generative and agentic systems end-to-end and stay accountable to the number they move. Ten years of full-stack engineering across energy, finance, and enterprise.

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10+Years building production systems

3Industries shipped — energy · finance · enterprise

End-to-endOne operator — same hands from scope to deploy

Shipped across

Energy ·Finance ·Enterprise SaaS ·Renewables ·Quantitative Trading ·Mid-Market Operations

What I Do

three areas of practice

Prototype to Production

Take a working demo and ship it — evals, guardrails, observability, and the interface users actually touch. The smallest system that produces a measurable outcome.

Greenfield AI Systems

Generative or agentic systems scoped and built end-to-end. Model, orchestration, retrieval, data, and UI — one operator, no handoffs, instrumented from day one.

Embedded AI Engineering

Work alongside in-house teams to ship a specific AI initiative, transfer the patterns to the engineers who'll own it, and leave the system instrumented.

How I Work

same method, every project

Scope

Define the number we're moving and the constraint we're under.

Prototype

Smallest system that produces the outcome — instrumented from day one.

Harden

Evals, guardrails, observability. Ready to leave running unattended.

Hand Off

Documented, monitored, and yours. The work outlives the engagement.

Most AI initiatives don't fail at the model — they fail at the five hundred small decisions between prototype and production. My job is to make those decisions, ship the system, and leave it running.
Jeffrey Taylor
Founder, Auxelion

Selected Work

measured outcomes

Cashflow Quotient

A comprehensive personal financial analysis platform that helps users optimize their financial decisions through data-driven insights.

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RNG RFP

A platform for generating and managing Request for Proposals (RFPs) specifically for Renewable Natural Gas (RNG) projects.

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Auxelion Labs

in-house products

Products we ship under the Auxelion line — used to pressure-test the same patterns we bring to client work.

Ferreter

Your taste, uncovered. A recommendation engine for film and television built on your soul, not the algorithm — a Claude-driven agentic loop reasons over your stated taste and prior signals to make picks a person would make.

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Launchr

Early-stage applied-AI product under the Auxelion line. Currently in private beta — public surface coming soon.

Next.jsAI

Beyond Code

life outside the editor

When I'm not shipping, I play clarinet in wind ensembles and orchestras, and I spend as much time outdoors as my schedule allows. Same loop as engineering — precise execution, real-time correction, accountability to the people in the room.

Get in touch.

Working on something interesting, hiring, or just want to talk shop? Drop me a line.

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