ROEE JUKIN / ARCHITECT · BUILDER · MAKER / BE'ER SHEVA, IL

I DESIGN SYSTEMSTHAT SURVIVECONTACT WITH REALITY.

Cloud platforms, data systems and AI agents—built with failure modes, security and the bill in view.

AWSKUBERNETESRUSTDATALLM SYSTEMSMAKEROPS

01 / SYSTEMS I BUILD

Architecture is what remains
after the diagram meets production.

01

Cloud platforms

AWS, Kubernetes and Terraform systems designed around blast radius, operability and cost—not a pristine diagram.

AWSKubernetesTerraformPlatform engineering
02

Data & search

High-volume ingestion, search and retrieval architectures that stay useful when the data gets large, late and weird.

OpenSearchKafkaVector searchData platforms
03

AI systems

Agents, RAG and tool-driven workflows with explicit boundaries, durable execution and evidence you can actually inspect.

LLM / RAGAgent runtimesRustEvaluation
04

Realtime systems

Low-latency media and operational systems where protocols, payloads and production constraints all matter at once.

WebRTCRTPGStreamerDistributed systems

02 / SELECTED WORK

Built deliberately.
Proven under load.

A mix of personal systems, corporate engineering and field-tested architecture. Specific enough to be credible; discreet where the work demands it.

01
CLOSED ALPHA

WARD

A Rust-native agent runtime built for work that outlives a chat turn.

Queued research and media jobs, cancellation semantics, artifacts, provenance and operational APIs—currently being hardened in closed alpha ahead of a future public release.

RUST · AGENTS · PUBLIC LATER
02
CORPORATE / IN DEVELOPMENT

LEGION

Internal engineering for multi-agent development workflows.

Ongoing corporate work around execution boundaries, release discipline and operator safety—deliberately light on public detail while the system is still taking shape.

AGENT SYSTEMS · TOOLING · IN PROGRESS
03
PHYSICS / SIMULATION

ROCKET INTERCEPTION SIMULATION

A realistic physics-based game about detecting incoming rockets and putting an interceptor on the right trajectory.

A realtime browser simulation pairing believable flight physics with streamed video, telemetry and per-frame metadata—all engineered under strict latency constraints.

PHYSICS · INTERCEPTION · WEBRTC
04
CONCEPT / LAB

MAKEROPS

One local-first operating layer for every machine in the workshop.

A concept for coordinating printers, lasers, inventory, maintenance, job history and documentation without turning the workshop into somebody else’s cloud dependency.

LOCAL FIRST · FABRICATION · OPS

03 / OPERATING DOCTRINE

No silver bullets.
Plenty of sharp tools.

The job is not to make complexity disappear. It is to put it somewhere deliberate, observable and survivable.

01

Assumptions are dependencies

Name them. Test them. Revisit them before they become folklore.

02

Failure modes are features

Design the degraded path while everyone is still calm.

03

Cost is architecture

A system nobody can afford to run is just an expensive drawing.

04

Security starts at the boundary

Identity, authorization, data residency and blast radius belong in the first conversation.

04 / TRAJECTORY

From the rack
to the whiteboard—and back.

NOW

SOFTWARE ARCHITECT

Cloud, data and AI systems · Client-facing technical strategy · Hands-on delivery

+

TECHNICAL LEAD

Teams, migrations and platform delivery · Turning ambiguity into operating systems

+

CTO

Three years owning technology direction, delivery and the consequences

+

FULL-STACK ENGINEER

End-to-end product engineering · Frontend, backend, data and the infrastructure underneath

ORIGIN

SYSTEMS ADMINISTRATOR

Datacenters, networks and virtualization · Debugging from first principles

05 / THE PHYSICAL LAYER

SOFTWARE ENDS.
MATERIALS BEGIN.

Fabrication is the shortest possible feedback loop: model, manufacture, measure, fail, revise. It keeps the systems thinking honest—and occasionally produces something useful.

01 / ADDITIVE

MANUFACTURE

Two multi-material workhorses, thousands of print hours, engineering polymers and the occasional machine rebuild.

02 / LASER + HARDWARE

MODIFY

Cut, engrave, instrument, repair and improve. The physical layer is where tolerances stop being theoretical.

03 / MAKEROPS · CONCEPT

OPERATE

A local-first control plane for machines, materials, jobs, maintenance and workshop history.

CAD3D PRINTINGLASERSMATERIALSHARDWARELOCAL FIRST
06 / OPEN CHANNELSTATUS: LISTENING

GOT A HARD SYSTEM?
GOOD.

Architecture, technical leadership, agent systems, or a platform that has started growing teeth.

ROEE@BELLUM.DEV