I help companies automate workflows, build intelligent systems, and turn data into decisions.
Practical, production-grade AI work, from the first strategy conversation to systems running in your business.
Where AI actually moves the needle for your business, and where it doesn't. A clear, prioritized plan with real ROI, not a deck of hype.
Eliminate the manual, repetitive work draining your team. I design and build automations that recapture hours and reduce errors.
Custom AI agents, LLM-powered tools, and data pipelines that turn scattered information into decisions you can act on.
Senior engineering judgment on demand: architecture, hiring, and roadmap, so you build the right thing the right way.
A defined automation, AI tool, or system: scoped, built, and shipped. Clear deliverables, clear price.
Ongoing guidance for your team and leadership as you adopt AI: vendor calls, architecture reviews, and direction.
Embedded technical leadership for companies without a CTO: strategy, execution, and accountability, part-time.
I'm Kyle Weisbaum, a software engineer who has spent his career at the intersection of large-scale systems, AI engineering, and finance.
At Amazon, I partnered with applied scientists to productionize economic models that drove $20M+ in annual savings, built AI-driven automation that recaptured developer time, and architected AWS data pipelines processing billions of records at petabyte scale.
Before that I worked in investment banking and real estate valuation, and built machine-learning tools at Booz Allen Hamilton. That blend means I don't just build the tech; I understand the business case behind it.
Now I bring that to small and mid-sized companies ready to become AI-native: pragmatic, ROI-focused, and built to last.
Whether you have a specific project in mind or just want to figure out where AI fits, let's have a conversation. No jargon, no pressure.