AI Chat Widget for E-Commerce & Support
Customer Support & Knowledge Retrieval
Businesses receive repetitive customer questions that are already answered in their documentation and policies.
Qdrantn8nOpenAIREST APIs
AI Automation & Systems Engineer
Hi, I'm Kareem. I build autonomous workflows and custom AI infrastructure.
Specializing in RAG chatbots, n8n backend pipelines, and API integrations that eliminate manual work.
👉Try my live RAG demo: I've trained a chatbot on an e-commerce site's data to show you exactly how it works—just click the floating chat bubble in the corner of this screen.
pipeline.automation.liverunning
01
Webhook Trigger
POST /lead
02
LLM Parsing
extract intent
03
Vector DB Search
Qdrant top-k
04
Action
route + notify
$ trigger received → parsed in 240ms → 3 docs retrieved → routed to CRM ✓
Featured Work
Featured Systems & Architecture
Lead Intake & CRM Pipeline
Revenue Operations & Webhooks
Inbound leads often require manual qualification and routing before a sales team can act.
n8nWebhooksPythonCRM Integrations
Multi-Platform Messaging Assistant
API Integration & Workflows
Businesses across multiple messaging channels face fragmented workflows and repetitive questions.
WhatsApp APITelegram APIn8nPostman
Core Capabilities
What I build, end to end
Workflow Engineering
Complex backend pipelines connecting n8n, webhooks, and REST APIs into reliable, observable automation.
AI Agent Architecture
Autonomous decision-making tools with tool-calling capabilities — agents that plan, call APIs, and act.
Custom Web Widgets
Embedded, lightweight chat interfaces customized for web and mobile so users talk to your system in place.
Tech Stack
Tools wired into the work
n8nPythonOpenAIAnthropicQdrantWebhooksPostmanREST APIsWhatsApp Business API
Process
How I build
Step 01
Understand
I map the existing workflow, identify the bottlenecks, and define what should be automated.
Step 02
Design
I design the system architecture around the business process, not around a specific tool.
Step 03
Build
I connect the models, APIs, databases, webhooks, and automation logic into a working system.
Step 04
Deploy
I test the system, refine the workflow, and make sure everything is ready for real-world deployment.
Contact
Let's build something.
Have a process you want to automate or need a custom AI system? Reach out directly or leave a message below.
@kareem@trykotaai.com