Amdava M.

I build AI automations that actually ship — n8n and LLM agents wired into the tools your business already runs on, with the error handling, monitoring, and clean handover that keep them working after go-live. Top Rated, 100% Job Success, 125+ projects delivered. Most "AI automation" dies at the demo stage — a slick workflow that breaks the first time real data hits it. I build the other kind: production systems that run unattended, recover from failures, and scale. WHAT I BUILD • AI agents & LLM workflows — RAG chatbots, document processing, lead qualification, research and outreach agents, data enrichment and sync • n8n / Make automation — multi-step workflows connecting your CRM, email, Slack, databases, and 400+ apps, with proper retries and logging • API & systems integrations — including hard ones others can't finish: WhatsApp Business Cloud API & Flows, Stripe, Paystack, M-Pesa (Safaricom Daraja), Meta, HubSpot, custom REST/GraphQL • The app behind the automation — Django, Next.js, Node, Postgres, multi-tenant SaaS • Production hosting & DevOps — AWS, GCP, Azure, Docker, Kubernetes, CI/CD; or fully self-hosted for teams that need data privacy WHY CLIENTS KEEP ME AROUND • I ship to production, not to a demo video — the systems I build are running live today handling real payments and real users • I speak "integration" fluently — if an API exists, I can connect it; if the docs are bad, I'll still make it work • Clear communication, honest timelines, and I don't disappear mid-project — 100% Job Success across 125 jobs says the rest • A rare edge for fintech and messaging: I'm a Meta Tech Provider for WhatsApp Cloud API and a Safaricom M-Pesa specialist, so "take a payment inside WhatsApp and confirm it instantly" is a Tuesday for me RECENT WORK • AI + WhatsApp commerce flows: customer taps a button in chat, pays, and gets instant confirmation — no app, no website • Self-hosted automation stacks (n8n + private LLMs) that replaced hours of manual back-office work • Multi-tenant SaaS platforms for schools, cooperatives, dealerships, and events HOW WE'D START Tell me the outcome you want — "qualify inbound leads automatically," "sync these two systems," "a chatbot that actually knows our docs," "accept payments in WhatsApp." I'll reply with exactly how I'd build it, what it takes, and a realistic timeline. No jargon, no fluff.