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AI Engineer

Ido Homri

Specializing in production-ready LLM agents and intelligent systems embedded in real-world workflows.

See My Work
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Career Path

Resume

A track record of turning experimental AI into scalable, reliable production systems.

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2024 — 2026

IT Automation Specialist

Magic Software Enterprise
  • Integrated LLM-powered capabilities into enterprise operational workflows, embedding AI-assisted processes into internal systems
  • Designed backend services coordinating event-driven, multi-system workflows across cloud and on-prem environments
  • Developed API-driven integrations with Jira, Microsoft 365, and cloud services
  • Owned end-to-end delivery of automation solutions, reducing manual operational overhead
  • Improved cross-department transparency through scalable workflow orchestration
2023 — 2024

Technical Account Manager

MoovingOn
  • Supported high-load enterprise production environments under strict availability requirements
  • Owned reliability and stability of client-facing technical workflows
  • Participated in incident response and root-cause analysis across distributed systems
  • Implemented automation aligned with structured incident management and release cycles
2022 — 2023

Systems & Network Administrator

Magic Software Enterprise
  • Automated repetitive infrastructure and operational tasks using scripting to reduce manual effort and improve day-to-day efficiency.
  • Administered security configurations and enterprise firewall policies across distributed infrastructure environments.
  • Resolved complex system-level incidents, ensuring operational continuity in production environments.
  • Provided advanced helpdesk support, ensuring high user satisfaction and system uptime
Education
2025/26
AI Engineering DevOps Experts
2021/22
MCSA & CCNA John Bryce
Technical Skills

Stack

AI Stack
LLMs LLM Integration OpenAI API Gemini API LangGraph Conversational AI AI Agents Prompt Engineering RAG Context & State Management Agents Orchestration
Scripting & Cloud
Python Node.js PowerShell REST APIs Webhooks Event-Driven Architecture SQL MongoDB Firebase AWS Azure Docker CI/CD Linux Distributed Systems
Automation & Integrations
n8n Jenkins Twilio API WhatsApp Cloud API Jira API Microsoft 365 APIs System Integration
Open Source

Projects

A collection of tools and systems built for real-world AI engineering challenges.

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Featured AI System

Callie

AI-powered WhatsApp meal plan coach — keeping trainees on track, one message at a time.

Overview

Your Trainee's Meal Plan Companion

Callie is a production-ready, stateful LLM agent integrated with WhatsApp. It helps trainees stick to their personalized meal plans by sending timely reminders, answering nutritional questions, and intelligently handling food swaps — all within the app they already use every day.

  • Proactive meal reminders tailored to each trainee's schedule
  • Answers questions about meal plans in real-time, 24/7
  • Handles food swaps while preserving macro targets
  • Long-term memory across sessions — Callie remembers preferences
Core Architecture

Deterministic Orchestration

LangGraph-powered agent graph connects LLM reasoning with structured business logic and external API actions — ensuring predictable, reliable behavior at every step.

  • Structured outputs & controlled prompt engineering
  • System-level guardrails preventing hallucination paths
  • Stateful multi-turn conversation management
Infrastructure

Cloud-Native & Scalable

Built for production scale with secure multi-tenant architecture separating admin and runtime environments, supporting concurrent users with async processing pipelines.

  • Secure multi-tenant environment isolation
  • Async processing for high concurrency
  • Cloud-native deployment with high availability
Let's Connect

Build Something
Intelligent

Open to AI engineering opportunities, consulting engagements, or collaborative projects pushing the edge of what production AI can do.

ido@idohomri.io
linkedin.com/in/idohomri
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