AI Operations Platform
Production AI platform — WhatsApp AI assistant with RAG, commerce infrastructure, content pipelines, LLM evaluation, custom MCP servers.
Problem
Small businesses need AI-powered customer interaction, commerce, and content automation but can't afford enterprise platforms or dedicated teams to build and maintain them.
Solution
A single integrated platform combining WhatsApp AI (RAG-powered), commerce infrastructure, content pipelines, and LLM evaluation — all deployed on Terraform-managed infrastructure and operated solo.
Results
- WhatsApp AI assistant with RAG
- Commerce + content pipelines
- Custom MCP servers
Full-stack AI platform built and operated solo. Includes a WhatsApp AI assistant powered by RAG over business documents, commerce infrastructure for product catalog and orders, automated content pipelines, LLM evaluation framework, and custom MCP servers for tooling integration.
Want something like this?
A free 15-minute intro call. No pitch deck, no pressure — just whether I can help.
Next opening: June 2026
Selected work
- Trading AI AnalystMulti-agent trading platform with LangGraph — market analysis, signal generation, risk modeling, portfolio management, and real-time WebSocket streaming.B2C
- OrchestKitOpen-source agent framework for Claude Code — 111 skills, 37 agents, 211 hooks.Open Source
- SkillForge3-tier multi-agent platform (20+ agents) that transforms URLs into implementation-ready artifacts for AI coding assistants.Private
- Voice-to-Chart Clinical AIAI sidecar for veterinary clinics — transcribes Hebrew visit audio, extracts structured medical findings, generates copy-paste-ready chart text, and WhatsApps a summary to the pet owner.B2B
- Real-Estate Connector CRMA personal CRM for a cross-border real-estate connector — a unified WhatsApp and email inbox where AI drafts replies for human approval, with voice transcription, three-language translation, AI summaries, semantic search, and a deal pipeline.B2B
- Multilingual Document IntelligenceAn AI document platform — on-demand Portuguese→English/Hebrew translation, multilingual semantic search, and RAG-powered Q&A over property documents, with an adaptive UI that picks one of five panel layouts based on context.Internal
- Journalistic Accuracy ScoringA pipeline that tracks and scores journalistic reliability, running a LangGraph LLM stack with tiered evaluation — mocked LLMs for fast CI, real cloud models on a nightly cadence.Internal
- Network-Powered Job DiscoveryA network-powered job-discovery engine for junior tech professionals — surfaces junior roles and shows community members' warm paths into the hiring organizations.B2C