I embed with teams to make them AI-native — building internal tools, customer-facing AI, and the workflows that wire them together.
Part engineer, part educator, part builder. Product, design, and engineering merged into a single seat.
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.
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.
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.
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 — and trained the team to extend them without me.
In 90 days: 7x MRR growth, 300% more leads, and 3x more bookings per visit.
Amir is the glue that pieces everything together for you and your team. Not only is he an exceptional leader who can take your vision and bring it to life, he will go above and beyond to make sure it's delivered accurately and faster than anyone else.
Amir has got to be one of the most well-rounded individuals I've ever worked with in the 16+ years I've worked in the tech sector. I have personally seen or been involved in projects where Amir has either led the entire project, led the design, or led the product.
I embed with your team for two weeks. Audit your AI surface area — internal workflows and customer-facing product — ship a working prototype, and hand back a prioritized roadmap your team can actually execute.
Pricing shared on the call.
Ongoing applied AI partner. Build internal tools and customer-facing AI features, set up evals, integrate models, and run paired sessions to level up the team. The embedded AI engineer you need but can't justify hiring full-time.
Pricing shared on the call.
Sounds like a fit?
Two exits and AI products shipping in production. You get working tools, evals, and prompts — not a slide deck on AI strategy.
I sit inside your team. Standups, Slack, PRs. The fastest way to make a team AI-native is to remove the gap between advice and implementation.
I leave your team more capable than I found it. Patterns, playbooks, and internal champions — so the AI work keeps compounding after I'm gone.
Product, design, and engineering merged into a single contributor. The collapse of those roles is what makes shipping AI features fast actually possible.
Applied AI + Product + Engineering
AI-native analytics, attribution, and conversion optimization for marketers and agents.
AI Strategy + Product
Director of UX. Reimagined underwriting and the broker experience for a global insurance carrier.
Product + Design
Improved booking rates, increased MRR, and expanded digital services.
Product + Design
Launched one of the first private COVID-19 home tests.
30-minute call. No pitch.