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As a Conversational AI Engineer, I developed a full-stack AI-powered commerce and booking platform that enables customers to discover products, check availability, register and verify accounts via WhatsApp OTP, create reservations, and complete deposit payments through an integrated payment gateway, combining conversational AI with structured product, booking, customer, and transaction workflows.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Building digital products that drive real business growth. 🚀
This is our own website — built to showcase how we approach digital product development, from business requirements and user experience to development and deployment.
We build websites, web applications, CRM/ERP systems and business automation solutions for businesses that need more than just a website.
The goal isn't simply to make something look good.
It's to build a digital product that works with the business.
Built with: modern web technologies, responsive UI, structured business workflows and performance-focused development.
Open to building custom web applications, CRM/ERP platforms and business automation systems from the ground up.
#WebDevelopment #FullStackDevelopment #WebApplications #CRM #ERP #BusinessAutomation #SoftwareDevelopment
AI RAG Pipeline & Knowledge Base Chatbot Automation Built with n8n
My role. AI Automation Engineer | n8n & RAG, AI Chatbot Developer
Project description. Built an end-to-end RAG (Retrieval-Augmented Generation) pipeline and AI chatbot using n8n. The workflow automates knowledge ingestion, processing, context retrieval, and LLM-powered response generation. It demonstrates how business knowledge can be connected to an AI assistant to provide more relevant and grounded answers. The solution can be adapted for customer support, internal knowledge bases, document Q&A, and AI-powered business automation.
Skills and deliverables
n8n
CRM Automation
API Integration
Chatbot Development
LLM Prompt Engineering
Why AI Is Still Unreliable ...
(and will probably remain like that)
Many today fear losing their jobs and businesses because of the rise of artificial intelligence. This is, of course, a justified fear that many people have. A machine that can generate long pieces of text in minutes, that can create incredible images and videos, that can generate code and translate discourses in over 150 languages.
Who hasn't thought of the possibility of AI replacing many of us, i.e., taking our jobs?
But there is a real-life example that shows why AI is unreliable and why humans will always be needed, even with the dawn of such interesting technology.
When AI Decieves Hundreds of People
A couple of days ago, hundreds of people landed in the city of Jurilovca, in Southeast Romania. There, many believe, was an annual fish festival, where people could listen to good music, drink wine, and, of course, eat fish.
However, things turn out completely wrong. There was no festival in this city, and nobody had ever planned for one in this city. The mayor did not know about it, not even the town's drunk.
So how did we end in such a situation?
The Failure of AI
The people who arrived in the city of Jurilovca were taken there by various travelling agencies. These agencies got the information that a fish festival would be held in the city from ChatGPT.
Yes, because ChatGPT told them that there will be a fish festival in that city, and many of these professionals in the tourism industry organized trips there without even verifying whether the information is correct or not. In other words, they entrusted ChatGPT, an LLM.
The Moral of the Story
ChatGPT is only a tool that can help you speed up certain tasks and be a helpful companion in research. However, it can never replace a human. Just like some people were fooled about a so-called fish festival in a small Romanian city, others might
- get pieces of code full of errors
- receive bad translations from one language to another
- craft articles full of misinformation and nonsense
- make plans that don't rise to the expectations
No matter how you put it, it is never a good idea to put your trust in AI blindly and completely.
