EVIDENCE.INDEXpublic receipts · production context

ENGINEERING / SCIENCE / PRODUCTION / OPEN SOURCE / WRITING / TALKS / TEACHING

Selected evidence

The career story progresses through navigation, kernels, containers, physical and genomic systems, production ML, build infrastructure, and AI execution. Evidence labels distinguish public, inspectable artifacts from employer-specific production work.

PAPEROSSBENCHMARKTALKARTICLEPRODUCTIONTEACHINGPREPRINT

AI execution & build systems

OSS · DEMO

Meta-harness on Islo

Public proof-of-concept for iterative agent-harness improvement on forkable sandboxes.

BENCHMARK · OSS

Tokio CI acceleration experiment

Public proposal reporting fresh compile ~46s, restored-cache ~13s, hot-cache ~3s; full test path ~75s to ~43s with restored cache.

TALK

Graphs of AI Coding

Airflow Summit 2026: agentic MapReduce, sandboxed execution, state, caching, and Airflow as an orchestration layer for autonomous software engineering.

TALK

MCP Is Not a Security Boundary

Nordic APIs Summit 2026: isolation and security boundaries for agent-to-tool execution.

TALK

Observing Ephemeral Sandboxes

OSDay: tracing thousands of short-lived AI agent runs and the observability problems created by disposable execution.

PREPRINT

Boltzmann MapReduce

A partition-function reduce for forkable sandboxes, connecting statistical-computation ideas with modern agent execution.

Technical writing

ARTICLE SERIES

Bazel, inside and out

Three-part series on Bazel architecture, caching/remote execution, build supply-chain infrastructure, and adoption trade-offs.

ARTICLE

GitHub Actions at large-codebase scale

Practical integration model for build acceleration beneath GitHub Actions.

ARTICLE · EXPERIMENT

The fun part was free. Proving it worked cost $1.96.

A C-to-Rust port treated as an evidence problem: disposable microVMs, deterministic checks, repeated failure, and measured compute cost.

ARTICLE · KERNEL

Where Bazel hands Android kernel builds to Kbuild

Analysis of the process boundary between Bazel/Kleaf and nested Kbuild compilation.

Production ML & computational biology

PRODUCTION

Mobileye — road-junction perception

Production deep learning and global semantic understanding for road-junction perception, with emphasis on difficult and rare cases. Public evidence here covers the role and domain; internal metrics remain private.

AWS · PRODUCTION

NRGene / CRISPR-IL

AWS-published technical case study co-authored by Yossi Eliaz on a gene-editing prediction engine using EKS, SageMaker, EFS, RDS, iterative learning, and production cloud workflows.

PAPERS · PIPELINES

Baylor / Rice / ENCODE

3D genome architecture, Hi-C, physical biology, graph theory, and reproducible large-scale analysis pipelines.

PAPER · CURRENT RESEARCH

Harvard / HIT computational biology

Current work spans cancer transcriptomics, chemistry-informed machine learning, and AI execution infrastructure.

Teaching as an engineering artifact

TEACHING · CODE · CURRICULUM

EASS — Engineering of Advanced Software Solutions

HIT course spanning modern software engineering, ML engineering, cloud, containers, APIs, security, data, assessment tooling, and GTM engineering. Public course artifacts include a 455-question / 34-module mastery platform and an automated student-project evaluator.

Systems foundations

2010–2012 · PRODUCTION

BAE Systems / Rokar — GPS & navigation algorithms

Algorithms in a Jerusalem engineering organization publicly documented as specializing in high-end GPS receivers, GPS anti-jam, navigation, and guidance systems.

2012–2014 · PRODUCTION

Marvell — Android/Linux kernel on PXA

Low-level Android/Linux-kernel work around Marvell PXA mobile platforms during the period in which Samsung Galaxy phones and tablets shipped on Marvell PXA SoCs.

2014–2016 · PRODUCTION

Broadcom — firmware/software

Embedded and firmware engineering continuing the low-level systems thread.

2016 · PRODUCTION

Twistlock — containers & cloud security

A bridge from low-level systems to container isolation and cloud-native security.

Evidence policy: public papers, repositories, articles, conference listings, and benchmarks link directly to their sources. Evidence labels separate these public artifacts from employer-specific production impact.