Amie Twyford
Growth Marketing & GTM Strategist
AI, Product & New Market Expansion
Me, Uncoded
I’m interested in how incentives influence human behavior. In how small shifts in structure can meaningfully change outcomes over time, and how choices compound beyond their initial moment, often in ways we don’t expect.Curiosity is how I make sense of the world. I like seeing how things work, how they break, how they grow.
My Work, Outlined
I’ve led multi-million-dollar campaigns, helped early-stage products find traction, and translated data into repeatable, measurable revenue.I focus on how revenue, systems, and decision-making interact to drive sustainable outcomes, building motions that hold up under pressure and scale with intention.
Time, Well Spent
Outside of work, I spend time traveling, reading across disciplines, and following ideas a bit outside of my comfort zone.I’m interested in how people adapt to change, culturally, socially, and personally, and I tend to listen within my surroundings. I also write as a way to explore the world through a different lens.
What I Do
Whether technical or human, I find myself in the space between instinct and structure, where patterns emerge through observation, iteration, and close attention to how things unfold.Recently, this has taken shape through a focus on growth marketing, go-to-market strategy, and product-led systems. I’m particularly interested in how users move through funnels, how behavior signals intent, and how small, well-placed shifts can compound into meaningful outcomes over time.
Current FOcus
▪︎ Growth marketing (GTM strategy, funnels, experimentation)
▪︎ AI-driven user experience
▪︎ Product-led growth
Career Snapshot
I specialize in full-cycle revenue growth, from outbound prospecting through qualifying, negotiating, and closing complex, multi-stakeholder deals. My background spans performance marketing, GTM strategy, and new market expansion, with a focus on building systems that scale.I blend discipline with flexibility, paying close attention to how markets behave under pressure, and how decisions move through organizations. I’m particularly interested in how data, intelligence, and AI can shape insights into clearer paths forward.
Applied ai experiments
Behavioral Confidence Under Uncertainty
How signal ambiguity and escalation patterns affect confidence in inferred readiness, prioritizing uncertainty modeling over outcome prediction in real-world user and market dynamics.AI Multiverse
An epistemic multi-agent system exploring autonomy and constraint design through agent-to-agent dialogue, where agents develop memory, self-direction, and emergent interactions over time.System Vulnerabilities
Hands-on work in adversarial behavior and system failure modes
What I can't stop wondering
🫧 Will intelligent systems change when designed to listen, not respond
🫧 How people adapt after moments that force a reset
🫧 What systems learn when behavior is observed but not explained
🫧 Where signal ends and assumption begins in how we measure intent
🫧 What it looks like when the scale happens faster than the understanding
🫧 How responsibility will be preserved as systems outlast their creators
🫧 What gets carried forward when contexts change faster than memory
🫧 How progress is measured when outcomes can take years to reveal