Guy Rymberg.

Open to AI Engineer / AI Agent Engineer roles · Tel Aviv / hybrid

Guy Rymberg

AI Engineer · Agents & Automation

I build LLM-powered products and AI agents that make it to production, and keep them running when real users show up.

3
LLM products live in production
100+
users on my AI tutor
1,372
pages in my elections guide
3
languages: Hebrew, English, Arabic

I'm an AI engineer who learns by shipping. My main project, Al Moalem, is an LLM-powered tutor for spoken Arabic that I built from scratch: conversation memory, multi-provider model integration and evaluation, and real-time voice, on a production stack with payments. It's live with real learners and paying subscribers. As co-founder at The AI Masters I build AI agents with tool calling, LLM integrations and automations for clients, and I'm studying in the AI Engineers course at the Hebrew University. Before all this I was Chief Engineman on a navy patrol boat, which taught me to improvise and stay calm when systems break under pressure.

01

Selected work

01Live

Al Moalem

An LLM-powered voice and chat tutor for spoken Arabic, live with paying subscribers.

100+
sign-ups in the first weeks
850+
real tutoring messages
3
days to first paying subscriber
  • Next.js
  • React
  • Tailwind
  • Supabase
  • Postgres
  • Gemini API
  • OpenAI API
  • Deepgram
  • +5
Al Moalem chat: Arabic answer with Hebrew transliteration
02Live

Israel Elections 2026 Voter Guide

A neutral, source-cited guide to every list and candidate in the 2026 Knesset election, built with an AI research agent and automated source verification.

All 38 lists in one place

1,372 candidate pages·340 fully researched profiles

  • Next.js (static export)
  • Tailwind
  • Fuse.js
  • Node.js scripts
  • Grok (research agent)
  • +3
03Live

Handled

An AI service for busy professionals: hand off a task, get it done.

The live Handled homepage

4 internal apps built

  • Next.js
  • Supabase
  • Stripe
  • Claude Code
  • Claude API
04Course work

Machine Learning Projects

Hands-on ML, deep learning and NLP from the Hebrew University AI Engineers course.

0.85 ROC-AUC (vs 0.78 baseline)·4 projects

  • Python
  • PyTorch
  • scikit-learn
  • XGBoost
  • CatBoost
  • +4
05Delivered

Automations

Small, scheduled systems that quietly do a job every day.

  1. Schedule
  2. Fetch
  3. Filter & score
  4. Digest email
  • Python
  • GitHub Actions
  • MCP
  • OAuth
  • Email
06Launched

Book2Site

SaaS that turns a book manuscript into a professional author website.

The live Book2Site homepage
  • Next.js (multi-tenant)
  • Supabase
  • Vercel
  • Pandoc
  • Lua
  • +1
07MVP

Multi-Agent Business Assistant

A three-tier hierarchy of about 15 AI agents with real database tools, built in n8n.

  1. Orchestrator
  2. Domain managers
  3. Specialist agents
  4. Database tools

~15 agents in 3 tiers

  • n8n
  • AI Agent nodes
  • Tool calling
  • Database tools
02

Toolbox

LLM engineering & agents

  • Claude API
  • OpenAI API
  • Gemini API
  • Tool / function calling
  • MCP
  • Multi-agent systems
  • Prompt engineering
  • Model evaluation

Voice & real-time

  • Deepgram STT
  • ElevenLabs TTS
  • Streaming responses

Full-stack & production

  • Next.js
  • React
  • TypeScript
  • Tailwind
  • Supabase / Postgres
  • Stripe
  • REST APIs
  • Vercel
  • GitHub Actions
  • Playwright

Workflow automation

  • n8n
  • Zapier
  • Airtable
  • Webhooks
  • Cron jobs

Machine learning

  • Python
  • PyTorch
  • scikit-learn
  • XGBoost / CatBoost
  • SHAP
  • pandas
  • NLP (TF-IDF, BM25, LDA)

AI-assisted development

  • Claude Code
  • Cursor
  • Agentic coding workflows
03

Experience

  1. Co-Founder & AI Engineer

    2024 – now

    The AI Masters

    • Led engineering of a SaaS product built on a multi-agent AI system for small and medium businesses.
    • Integrated LLM APIs (Claude, OpenAI, Gemini) with tool calling into production systems, and built the REST APIs around them: Next.js, Supabase Postgres, Stripe webhooks, real-time voice.
    • Designed and shipped automations and agent workflows for clients, replacing manual processes, plus dashboards to run them.
  2. Combat Sailor & Chief Engineman

    2020 – 2022

    Israeli Navy, Dvora-class patrol boat

    • Responsible for all of the ship's technical systems and commanded the combat crew. Discharged as Sergeant First Class; active reservist.

Education

  • AI Engineers Course (in progress)

    The Hebrew University of Jerusalem

    210 hours: classic ML, deep learning, deploying models, autonomous agents, NLP.

  • Full Israeli matriculation

    Mathematics (5 units), English (5), Chemistry (5), Biotechnology (10).

Languages

  • Hebrew: native
  • English: excellent
  • Arabic: good

04

Let's talk

I'm looking for an AI Engineer role: building LLM agents, integrations and automations that ship to real users.

guyrymberg@gmail.com