Elad M.

I build AI agents, LLM applications and automation systems that run in production today, across e-commerce, logistics, education and professional services. Not demos: live systems I designed, architected and shipped end to end, solo. ✅ Autonomous AI agents and multi-agent systems that work under real constraints: governed, verified, safe in front of customers. ✅ One person who owns strategy, AI architecture and the code, with a human accountable for every result a user sees. ✅ Real, shipped work: production systems built in weeks, not quarters. Most "AI builders" can prompt a model. The hard part is making it reliable when real money and real customers depend on it: structured outputs, verification against real data, and guardrails where the model is weakest. That is what I do. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 🧭 𝐀𝐈 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐲, 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 & 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐢𝐧𝐠 ➜ AI opportunity audits, solution architecture and technical scoping: model choice, data flow, cost, governance, build-vs-buy ➜ Fractional AI architect and advisory: set the plan, direct your team, review their AI work, optimize prompts and pipelines Example: a client's production AI product was shipping broken results. I found the root cause, re-architected the generation and validation pipeline, and proved the fix on their real data before it went live. 🤖 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 ➜ Agentic workflows, tool-calling, memory, human-in-the-loop gates, multi-agent orchestration with adversarial QA and verification ➜ Anthropic Claude, Claude Code / Claude Agent SDK, OpenClaw, Model Context Protocol (MCP), Docker isolation, Python · FastAPI · PostgreSQL Example: 𝐌𝐢𝐝𝐥𝐞, an autonomous software-delivery platform where an AI master agent plans, dispatches a coding agent, runs independent QA, and proves the app runs on a live URL. ⚙️ 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 ➜ Business processes wired to run themselves (n8n, Make, Zapier, custom); LLM classification and extraction with structured output (JSON/Zod) ➜ Email automation via Microsoft Graph, carrier and vendor API integration, queue workers (Redis / BullMQ), cost-aware token budgeting Example: an AI operations system for a freight forwarder that reads customer email, extracts the request, prices it live against the carrier API, and books the shipment. TypeScript · Fastify · Microsoft Graph · RTL 🧩 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐀𝐈 𝐀𝐩𝐩𝐬 & 𝐒𝐚𝐚𝐒 ➜ Web and mobile shipped to real users: Python · FastAPI · Flask · Node.js · React · Next.js · PostgreSQL / Supabase · Docker ➜ Chrome extensions (Manifest V3), Android (Kotlin), Google OAuth, Speech-to-Text (Whisper), grounded Q&A with citations Example: 𝐯𝐬𝐮𝐦𝐦𝐚𝐫𝐲, a meeting and knowledge SaaS with a self-hosted speech pipeline, an Android app and a Chrome extension. 🎬 𝐌𝐮𝐥𝐭𝐢-𝐌𝐨𝐝𝐞𝐥 𝐀𝐈 & 𝐂𝐨𝐧𝐭𝐞𝐧𝐭 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 ➜ Orchestrating multiple models, routing each task to the right one, human-in-the-loop that improves over time ➜ Speech-to-Text (faster-whisper), audio-native LLM (Google Gemini), ffmpeg media automation Example: 𝐕𝐢𝐝𝐂𝐫𝐞𝐚𝐭𝐨𝐫, a zero-touch video pipeline that transcribes audio no off-the-shelf model can handle, and sharpens itself from every human fix. 📈 𝐀𝐈 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠 𝐅𝐮𝐧𝐧𝐞𝐥𝐬 & 𝐂𝐮𝐬𝐭𝐨𝐦 𝐂𝐑𝐌𝐬 ➜ Lead engines that find, qualify and convert and sharpen from every rejection (closed-loop AI) ➜ Custom CRMs and integrations: Shopify, HubSpot, Microsoft Graph, vendor APIs, Supabase with Row-Level Security, web scraping Example: an autonomous B2B prospecting engine and CRM that scores leads and rewrites its own targeting from every rejection. 𝐇𝐨𝐰 𝐈 𝐖𝐨𝐫𝐤 I audit what you have, architect it, build it, and hand it over with documentation and a walkthrough so your team owns it. I work AI-native, directing AI coding agents under a strict verification gate, which is how I ship large, tested systems fast, with the judgment to know when to trust the AI's output and when to rewrite it. 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐭𝐢𝐞𝐬 AI Agent Developer • AI Agents • Multi-Agent Systems • Agentic AI • AI Copilot • AI Chatbot • LLM Engineer • LLM Integration • Generative AI • Prompt Engineering • Structured Outputs • Model Context Protocol (MCP) • OpenClaw • Anthropic Claude • Claude Code • Claude Agent SDK • OpenAI API • Google Gemini • Grounded Retrieval • Knowledge Base AI • AI Automation • Workflow Automation • Business Process Automation • n8n • Make • Zapier • Email Automation • Lead Generation Automation • AI Marketing Funnels • CRM Development • Shopify API • HubSpot • Microsoft Graph • API Integration • Web Scraping • Data Extraction • Speech-to-Text • Whisper • Full-Stack Development • SaaS Development • Python • TypeScript • JavaScript • React • Next.js • Node.js • FastAPI • Flask • Fastify • PostgreSQL • Supabase • Redis • Docker • Chrome Extension • Android • Kotlin • System Architecture • Technical Strategy • AI Consulting • RTL