Ibrahim Shahine
Co-founder and CTO at GTM Nerds. Engineers AI agents for production: workflows, evaluations and the systems they run in.
Ibrahim is a software engineer whose academic training and hands-on experience shape how GTM Nerds builds. He approaches every AI project the way production software should be approached: clear requirements, tested code, and systems designed to run reliably over time.
At GTM Nerds, he turns powerful models into dependable workflows. He writes business rules as tested code, builds human review into the process, and delivers outputs teams can act on, from dashboards to briefs. His week splits between client builds, evaluation runs and working with the operators who own each agent.
Ask me anything
FAQEngineering and reviewing agents. Most days are split between client stacks, evaluation runs and pairing with the operators who own each agent.
Because AI delivers the most value when it's engineered as part of a real system. GTM is where well-built agents make an immediate difference.
Structured workflows around every model call, business rules written as tested code, and a clear review step before anything goes out. That's what keeps an agent reliable months after launch.
Yes, usually the live-build half of our sessions. The next dates are on the events page.
The contact form. One of us reads and replies, usually within a day.
On the road
03 PHOTOSNotes written
02 NOTESPrompt libraries rot. Plan for it.
How we version, retire and replace prompts without breaking the motion.
The six-week build, week by week
What ships when, and what we deliberately leave out of v1.