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.
Webhook Trigger
POST /lead
LLM Parsing
extract intent
Vector DB Search
Qdrant top-k
Action
route + notify
Featured Work
Customer Support & Knowledge Retrieval
Businesses receive repetitive customer questions, miss buying signals in chat, and need live pricing without manual updates. This assistant answers from documentation, captures leads automatically, and pulls real-time pricing from the store's live inventory.
Education & Lifecycle Automation
New students often drop off before completing account setup, leaving manual follow-up to the team. This system automates the entire onboarding lifecycle from payment to completion.
Personal Automation & Voice AI
A Telegram-based personal assistant that understands voice messages, manages contacts, searches the web, and posts to social media — all through natural conversation.
Core Capabilities
Complex backend pipelines connecting n8n, webhooks, and REST APIs into reliable, observable automation.
Autonomous decision-making tools with tool-calling capabilities — agents that plan, call APIs, and act.
Embedded, lightweight chat interfaces customized for web and mobile so users talk to your system in place.
Tech Stack
Process
Step 01
I map the existing workflow, identify the bottlenecks, and define what should be automated.
Step 02
I design the system architecture around the business process, not around a specific tool.
Step 03
I connect the models, APIs, databases, webhooks, and automation logic into a working system.
Step 04
I test the system, refine the workflow, and make sure everything is ready for real-world deployment.
Contact
Have a process you want to automate or need a custom AI system? Reach out directly or leave a message below.
@kareem@hellokotaai.com