Sabbir Ahmmed
AI Automation Specialist | Workflows, APIs & Chatbots
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AI Stock Analysis Agent Automation
AI-powered Stock Analysis Agent built with n8n, OpenAI, Telegram, and chart API integration.
This automation allows users to request stock analysis directly through Telegram. The workflow processes the stock ticker, generates a technical chart, analyzes the chart using AI vision, and automatically sends the chart and analysis back to the user.
Workflow:
Telegram → AI Agent → Stock Ticker → Chart API → Download Chart → AI Technical Analysis → Telegram
Key Features:
AI-powered technical chart analysis
Telegram AI assistant
Automated stock chart generation
OpenAI vision analysis
Conversation memory
API integrations
End-to-end n8n automation
Automated chart & analysis delivery
Tools: n8n, OpenAI, Telegram Bot API, Chart API, AI Vision
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Built an automated Market Research Agent using n8n 📊
Here's how it works:
→ User submits a form with search criteria
→ Agent pulls business data from Google Maps
→ Extracts details + reviews for each result
→ Loops through items, processes & combines the data
→ AI Agent analyzes everything and generates a summary
→ Final report sent automatically via email
Fully automated, zero manual work — from form submission to final report.
What kind of research tasks would you automate?
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Built an automated content pipeline with Human-in-the-Loop approval using n8n — designed for scheduled content research, AI processing, and social media publishing with human oversight before final posting.
How it works:
Scheduled trigger automatically runs the workflow at set intervals
Fetches and translates content from source URLs
Extracts and structures relevant data through custom processing logic
Loops through multiple items for batch handling
AI Agent analyzes and generates content based on the extracted data
Summary Agent condenses the output into a clear, publish-ready format
Sends the AI-generated content to a human reviewer via message/email for approval
Based on the reviewer's decision (via Switch logic), the approved content is automatically published to Facebook
Key features:
Human-in-the-loop approval system for quality control
Automated content translation & summarization
Multi-agent AI pipeline (content agent + summary agent)
Scheduled automation with zero manual triggering
Direct social media publishing integration (Facebook)
Tech stack: n8n, OpenAI (GPT), HTTP Requests, Gmail/Email API, Facebook API
This workflow strikes the perfect balance between full automation and human control — ensuring AI-generated content is reviewed before going live, reducing risk while still saving significant manual work.
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Built an intelligent Messenger automation system powered by RAG (Retrieval-Augmented Generation) using Pinecone Vector Database and n8n. This workflow automatically handles incoming Messenger messages, analyzes images sent by users, retrieves relevant context from a knowledge base, and generates accurate AI-powered responses in real time.
Key features:
Webhook-based Messenger integration for instant message handling
Image analysis and understanding using AI vision
RAG architecture with Pinecone Vector Store for context-aware responses
Text summarization and semantic search using OpenAI embeddings
Multi-agent system (RAG agent + Question-answering agent) for accurate, context-driven replies
Automated message routing based on content type (text/image)
Real-time response delivery back to Messenger users
Tech stack: n8n, OpenAI (GPT + Embeddings), Pinecone Vector Database, Messenger API, Webhooks
This automation eliminates manual customer support work by giving users instant, intelligent, and context-aware answers — even when they send images — making it ideal for businesses that want to scale their customer engagement without adding support staff.
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