AI Chatbots & RAG
Assistants grounded in your own data. They answer from your site and docs - not from thin air.
- Site and docs ingestion with vector search
- Grounded answers that refuse to hallucinate
- Lead capture built in
FULL-STACK & AI DEVELOPER
Aviv Zamir
I build AI agents, RAG systems and full-stack products that turn visitors into customers - around the clock.
RAG IN PRODUCTION · CONSUMER APP LIVE · AGENTS SHIPPED
Services
What I build for clients
I take businesses from “we should use AI” to a system running in production - scoped, built and shipped by one developer.
AI Agents & Automations
Agentic workflows that run jobs end to end: read, decide, execute, report back.
- n8n and custom agent frameworks
- Scheduling, Gmail/Drive and API orchestration
- Human-approval gates where it matters
Full-Stack Web Apps
Product builds from schema to pixels. One developer, the whole stack, no hand-offs.
- React / Next.js frontends
- Node, .NET or Python backends
- Payments and admin dashboards
AI Consulting
Find where AI actually pays off in your business - and where it would quietly burn money.
- Feasibility and cost sanity checks
- Architecture reviews
- Build-vs-buy calls
Selected Work
Proof, not promises
Every card here is a system that exists - one in production for a paying client, one live with real users.
Client Project - In Production
Sunrise Awnings AI Sales Agent
A Hebrew-language sales assistant for a shading-solutions company. It crawls the client’s site, embeds the content into MongoDB Atlas Vector Search, and serves grounded answers through a LangChain tool-calling agent. Out-of-scope questions get flagged by a fallback tool instead of hallucinated. Qualified leads - name, phone and an LLM-summarized interest - are captured 24/7, with a token-protected admin dashboard on top.
- Python
- FastAPI
- LangChain
- OpenAI
- MongoDB Atlas
- Next.js
Live Product
AskMeChat
Consumer platform for humorous AI analysis of WhatsApp conversations. React frontend, Node.js backend on Vercel, integrated payments - live at askmechat.co.il.
- React
- Node.js
- Vercel
- Payments
- OpenAI
In Development
Invento
Smart inventory management platform. Users send invoices and POS reports as images straight from WhatsApp; AI extracts and structures the data automatically.
- AI Document Analysis
- LLM Extraction
Personal Agent
Avivo
Autonomous AI job-search agent. Finds roles, tailors resumes and runs outreach through the Gmail and LinkedIn APIs - end to end, on its own.
- AI Agents
- Gmail API
- Orchestration
Contact
Let’s build something that works while you sleep
Tell me what eats your team’s hours - I’ll tell you whether AI can take it over.
Or find me on LinkedIn.