AI, closer to where
it’s needed.
On-device language-model inference: exploring privacy, offline operation, and the realities of constrained hardware.

Engineering leader. Hands-on architect. Practical AI builder. I connect the technology, the teams, and the purpose behind the work.
On-device AI with EdgeIntelligence. Inspectable agent workflows with Agentics Patterns.
The hard part is rarely just the code. Architecture, people, incentives, and delivery form one system. I work on the connections that help it move.
Understand constraints, incentives, and feedback loops.
Give teams the context and authority to act.
Build, inspect, and challenge assumptions.
Help engineers and managers grow their judgment.
Ideas become useful when people can question them, build on them, and put them to work. I write, speak, and co-host conversations about the decisions behind useful technology.
Two Hebrew AI podcasts, co-hosted with Shiron Babi.
The same engineering lens belongs in community work. I volunteer in technology leadership with Clubhouse and the Mazilon initiative, in service of mental well-being.

Technology with a human purpose.

I lead a team of volunteers working on Hearo.
Useful AI, understandable systems, and code you can inspect. Explore the projects in more detail.
On-device language-model inference: exploring privacy, offline operation, and the realities of constrained hardware.
A collection of runnable agentic patterns that turns abstract workflows into concrete, inspectable examples.
Writing, podcasts, and talks about the decisions behind technology and the people who build it.
Why recurring delivery problems deserve a closer look at feedback loops, incentives, and ownership.
Read on LinkedInApplying an engineering lens to how teams make decisions, hand off work, and absorb change.
Read on LinkedInMoving from a list of observations to explicit priorities and strategic choices.
Read on LinkedInPractical AI: context, architecture, security, validation, and the decisions between them.
Co-hosted with Shiron Babi
Listen to the showA conversation about AI news and what the announcements mean for the people building with it.
Co-hosted with Shiron Babi
Listen to the showI’ve worked at the intersection of software architecture and engineering leadership in cybersecurity, fintech, and product organizations. I enjoy developing managers, partnering with product, and staying close enough to the technology to test ideas myself.
Beyond formal leadership roles, I build open-source tools, write about how organizations work, co-host AI podcasts, and volunteer on technology with social impact. The common thread: making complex work easier to understand and act on.
Core product engineering, operating models, observability, and ownership.
Engineering and data leadership in complex trading systems.
Security and infrastructure teams across Israel and Poland.
Volunteer technology leadership for a mental well-being initiative.
Leading a team of volunteers.
Technical partner at Cognitum and co-founder & CTO at Mall Shop Link, alongside practical AI and community work.
I’m interested in conversations about engineering leadership, practical AI, open source, and technology that matters.