CURRENTLY BOOKING

AI Forward Deployed Engineer.

I help teams ship AI features, fix activation, and rebuild internal workflows - without scaling headcount.

One seat across product, growth engineering, and applied AI. Embedded with your team, shipping in week one.

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AI Forward Deployed Engineer

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Outcomes

AI in production, not in decks
Internal systems your team actually uses
Customer-facing AI competitors don't have
Growth loops that compound after I'm gone
Measurable lifts in conversion and retention
A team that ships AI without me

How I work

I sit inside your team. Standups, Slack, PRs. Shipping in week one, not a deck in week three.

Product, growth engineering, and applied AI in one seat. Two exits and AI products in production.

When I leave, your team ships AI without me. Patterns, playbooks, internal champions. The work compounds.

2-Week Sprint A working system in your hands in two weeks.

Monthly Retainer Ongoing partner. Systems shipped weekly.

PREFER TO BUILD IT YOURSELF?

Want hands-on AI co-building for yourself, month to month?

This is the embedded engagement: me inside your team, shipping AI into production. If you would rather move your own AI workflows with me on a monthly subscription, there is a lighter format.

Forward Deployed →

What clients say

Rami Wehbi Chief Fellow, MatchDay Health

Andrew Safranko VP of Product, Switch Health

Case studies

01 / 04

Logistics & B2B SaaS

Making AI the default for a GTM team

Embedded with a logistics SaaS company's go-to-market team to make AI a default part of how they work.

Built internal agents and tooling for sales: surfacing accounts ready to buy, flagging churn risk, and reshaping how reps run discovery. For marketing: an agent-first stack that scaled their GTM motion without scaling headcount.

By the end, AI was part of the daily workflow, not a side project.

Insurance & Financial Services

AI strategy and a new underwriting experience

Shaped how a global insurance carrier applies AI across underwriting and new business operations.

Mapped the AI surface area across the broker and client journey, from new applications to in-force changes. Replaced a legacy platform with a modern, AI-augmented experience and validated every workflow with working prototypes, so the team could ship with confidence, not committee.

Performance Marketing

An eval system for ad creative

Built an applied AI system for a performance marketing agency to learn which ad creatives win and why.

Decomposed ads into structured features (hook, framing, structure), ran them through an LLM-backed analyzer, and surfaced the combinations that consistently performed. Found patterns with a 75-85% win rate, plus a library of moves to avoid.

The agency now uses this to brief every new creative, instead of guessing.

Healthcare Staffing Platform

Internal AI tooling for a lean team

Embedded with a healthcare staffing platform to wire AI into how their team operates day to day.

Built internal AI tools and customer-facing surfaces that let a small team punch above its weight across go-to-market, marketing, and operations, then trained the team to extend them without me.

In 90 days: 7x MRR growth, 300% more leads, and 3x more bookings per visit.