Architecting Intelligent Systems for Modern Businesses

Custom AI automations, workflows, and data systems that eliminate repetitive work and unlock growth.

Muhammad Ali
AI AUTOMATION ENGINEER & SYSTEMS ARCHITECT
25+
ACTIVE AUTOMATIONS
95%
CLIENT SATISFACTION
AI
INTEGRATIONS

I build end-to-end automation systems and custom AI agents that connect different software and applications, streamlining business workflows and fully automating data integration.

01 — ABOUT ME

Who am I?

System Integration & Automation
95%
AI Agents & Custom LLM Chains
90%
WhatsApp, Messenger & Telegram Bots
92%
Databases (Supabase / Postgres / Sheets)
85%
VPS · Linux · API Architectures
78%

I design, build, and ship end-to-end automation systems that let businesses operate with less manual overhead — from lead intake to CRM execution to reporting, running unattended in production. My work spans the full stack: workflow architecture (n8n, with clean ports to Make/Zapier), AI integration (Claude, OpenAI, and Gemini APIs for agentic workflows, scoring, qualification, and content generation), and the Python engineering underneath it (Scrapy, Playwright, Selenium) that fills the gaps no off-the-shelf integration covers.

I don't just wire tools together — I map how a business process actually works, spec out the trigger/logic/prompt/output layers before anything gets built, and document every system well enough that it can be handed off and scaled without me standing over it. That approach is backed by ten years running real business operations, including scaling a market launch to $80M in first-year sales, so the automations I build are grounded in how operations actually function, not just how APIs connect.

02 — WORK

Track Record

Click on any card to view the automation workflow diagram and technical details.

FEATURED PROJECT
n8nSlack APINotion APILLM ClassificationData Tables

CERBERUS — AI accountability engine for Slack

A 102-node n8n workflow that turns a busy Slack channel into an accountable work queue. An LLM judges at intake which messages are real asks, each one gets a deduplicated Notion task, and unanswered threads escalate on a schedule. A second, independent AI pass detects on its own when a thread has actually been resolved, so it stops chasing without anyone clicking done.

Source
FEATURED PROJECT
Node.js / ExpressGoogle Sheets APISQLiteReact / ViteCustom Integration

Full ERP system with two-way Google Sheets sync

A complete sales and inventory management system built for a seafood (oyster) shop. It runs real-time two-way sync of products, customers, and invoices with Google Sheets without any middleware (n8n). Features a dashboard for sales, profit, and expenses, fine-grained staff permissions, and automatic thermal receipt printing.

FEATURED PROJECT
WhatsApp Cloud APIn8nSupabaseWooCommerceOpenAI API

WhatsApp chatbot for an e-commerce store (6,000+ products)

An AI agent running on WhatsApp Business Cloud for an e-commerce company. It receives images and text, filters products intelligently through Supabase, and creates and adds orders to WooCommerce in real time.

Telegram Botn8n APIGoogle Sheets

Telegram daily-remembrance (Azkar) bot

A fully interactive Telegram bot for daily Islamic remembrances (Azkar), built to be fast and engaging for thousands of users.

X (Twitter) APIn8nOpenAI APIGPT-5.5 Pro

X (Twitter) automation — crypto news translation & posting

A full automation system that fetches crypto news, filters and translates it using the GPT-5.5 Pro model, then auto-publishes it as text, images, and video.

PuppeteerHTML/JS Scrapingn8nTelegram API

News scraper & analyzer bot for 50+ sites

A Telegram bot that scrapes more than 50 news sites using 3+ methods (HTML, JS), analyzes the news, translates it, filters it, and sends it to the company group automatically.

Facebook Messenger APIWhisper STTHuman Overriden8nAI Agent

Facebook Messenger chatbot for a seafood shop (voice & text)

An AI agent that understands customer text and voice notes in Egyptian Arabic, and logs and confirms fish orders in real time. **This system features automatic bot handoff the moment a human agent steps in (Human Agent Override), ensuring excellent customer service.**

Facebook Page APIn8n TriggerComment Automation

Automated management for 9 Facebook pages

A smart automation system that replies to every comment with one of 10 fixed varied responses, and automatically cross-shares new videos and posts across the other pages.

Database Integrationn8n Custom LogicCRM Sync

Sales & inventory automation for a car-parts store

An automation system for a car-parts store (9,000+ parts) connected to the site's database, filtering products by customer needs and car model and logging orders directly on the site.

WhatsApp APIn8n SchedulerCustomer Relations

Automated post-purchase follow-up (WhatsApp)

A sales automation tool that sends smart, scheduled WhatsApp messages to customers 3 days after purchase to check satisfaction and resolve issues.

n8nFastAPI / PythonGoHighLevel CRMGoogle Sheets APIDedup Ledger

LeadForge — lead enrichment & CRM pipeline

Takes a raw B2B contact list, forward-fills the gaps real spreadsheets always have, and checks every lead against a dedup ledger before spending anything on it. A separate FastAPI service scans each company homepage for tech-stack markers, careers pages, and social links, then the enriched record is upserted into the CRM and written back to a sheet the whole team can open.

Source
n8nClaude APITwilio SMSWebhooksCall Scoring

LeadSniper — AI call scoring with a daily SMS digest

Every completed sales call is scored the moment it ends, weighing budget, urgency, decision-making authority, and engagement. At 6:00am the CEO gets a single text with only the three hottest leads from the day before. Two independent trigger paths share one data store — no dashboard to check, no inbox to dig through.

Source
n8nOpenRouterData TablesShipping APIAdmin Dashboard

AI sales agent with guarded price negotiation

Five n8n workflows behind one storefront agent. It answers from a live catalog, and because every product carries a minimum price and a maximum discount, it negotiates gradually toward that floor instead of refusing outright or over-discounting — and never reveals where the floor is. Confirmed orders are handed to the carrier and returned with tracking, while a dashboard tracks sales, conversion, and top products.

Source
FEATURED PROJECT
n8nSlack APINotion APILLM ClassificationData Tables

CERBERUS — AI accountability engine for Slack

A 102-node n8n workflow that turns a busy Slack channel into an accountable work queue. An LLM judges at intake which messages are real asks, each one gets a deduplicated Notion task, and unanswered threads escalate on a schedule. A second, independent AI pass detects on its own when a thread has actually been resolved, so it stops chasing without anyone clicking done.

Source
FEATURED PROJECT
Node.js / ExpressGoogle Sheets APISQLiteReact / ViteCustom Integration

Full ERP system with two-way Google Sheets sync

A complete sales and inventory management system built for a seafood (oyster) shop. It runs real-time two-way sync of products, customers, and invoices with Google Sheets without any middleware (n8n). Features a dashboard for sales, profit, and expenses, fine-grained staff permissions, and automatic thermal receipt printing.

FEATURED PROJECT
WhatsApp Cloud APIn8nSupabaseWooCommerceOpenAI API

WhatsApp chatbot for an e-commerce store (6,000+ products)

An AI agent running on WhatsApp Business Cloud for an e-commerce company. It receives images and text, filters products intelligently through Supabase, and creates and adds orders to WooCommerce in real time.

Telegram Botn8n APIGoogle Sheets

Telegram daily-remembrance (Azkar) bot

A fully interactive Telegram bot for daily Islamic remembrances (Azkar), built to be fast and engaging for thousands of users.

X (Twitter) APIn8nOpenAI APIGPT-5.5 Pro

X (Twitter) automation — crypto news translation & posting

A full automation system that fetches crypto news, filters and translates it using the GPT-5.5 Pro model, then auto-publishes it as text, images, and video.

PuppeteerHTML/JS Scrapingn8nTelegram API

News scraper & analyzer bot for 50+ sites

A Telegram bot that scrapes more than 50 news sites using 3+ methods (HTML, JS), analyzes the news, translates it, filters it, and sends it to the company group automatically.

Facebook Messenger APIWhisper STTHuman Overriden8nAI Agent

Facebook Messenger chatbot for a seafood shop (voice & text)

An AI agent that understands customer text and voice notes in Egyptian Arabic, and logs and confirms fish orders in real time. **This system features automatic bot handoff the moment a human agent steps in (Human Agent Override), ensuring excellent customer service.**

Facebook Page APIn8n TriggerComment Automation

Automated management for 9 Facebook pages

A smart automation system that replies to every comment with one of 10 fixed varied responses, and automatically cross-shares new videos and posts across the other pages.

Database Integrationn8n Custom LogicCRM Sync

Sales & inventory automation for a car-parts store

An automation system for a car-parts store (9,000+ parts) connected to the site's database, filtering products by customer needs and car model and logging orders directly on the site.

WhatsApp APIn8n SchedulerCustomer Relations

Automated post-purchase follow-up (WhatsApp)

A sales automation tool that sends smart, scheduled WhatsApp messages to customers 3 days after purchase to check satisfaction and resolve issues.

n8nFastAPI / PythonGoHighLevel CRMGoogle Sheets APIDedup Ledger

LeadForge — lead enrichment & CRM pipeline

Takes a raw B2B contact list, forward-fills the gaps real spreadsheets always have, and checks every lead against a dedup ledger before spending anything on it. A separate FastAPI service scans each company homepage for tech-stack markers, careers pages, and social links, then the enriched record is upserted into the CRM and written back to a sheet the whole team can open.

Source
n8nClaude APITwilio SMSWebhooksCall Scoring

LeadSniper — AI call scoring with a daily SMS digest

Every completed sales call is scored the moment it ends, weighing budget, urgency, decision-making authority, and engagement. At 6:00am the CEO gets a single text with only the three hottest leads from the day before. Two independent trigger paths share one data store — no dashboard to check, no inbox to dig through.

Source
n8nOpenRouterData TablesShipping APIAdmin Dashboard

AI sales agent with guarded price negotiation

Five n8n workflows behind one storefront agent. It answers from a live catalog, and because every product carries a minimum price and a maximum discount, it negotiates gradually toward that floor instead of refusing outright or over-discounting — and never reveals where the floor is. Confirmed orders are handed to the carrier and returned with tracking, while a dashboard tracks sales, conversion, and top products.

Source
FEATURED PROJECT
n8nSlack APINotion APILLM ClassificationData Tables

CERBERUS — AI accountability engine for Slack

A 102-node n8n workflow that turns a busy Slack channel into an accountable work queue. An LLM judges at intake which messages are real asks, each one gets a deduplicated Notion task, and unanswered threads escalate on a schedule. A second, independent AI pass detects on its own when a thread has actually been resolved, so it stops chasing without anyone clicking done.

Source
FEATURED PROJECT
Node.js / ExpressGoogle Sheets APISQLiteReact / ViteCustom Integration

Full ERP system with two-way Google Sheets sync

A complete sales and inventory management system built for a seafood (oyster) shop. It runs real-time two-way sync of products, customers, and invoices with Google Sheets without any middleware (n8n). Features a dashboard for sales, profit, and expenses, fine-grained staff permissions, and automatic thermal receipt printing.

FEATURED PROJECT
WhatsApp Cloud APIn8nSupabaseWooCommerceOpenAI API

WhatsApp chatbot for an e-commerce store (6,000+ products)

An AI agent running on WhatsApp Business Cloud for an e-commerce company. It receives images and text, filters products intelligently through Supabase, and creates and adds orders to WooCommerce in real time.

Telegram Botn8n APIGoogle Sheets

Telegram daily-remembrance (Azkar) bot

A fully interactive Telegram bot for daily Islamic remembrances (Azkar), built to be fast and engaging for thousands of users.

X (Twitter) APIn8nOpenAI APIGPT-5.5 Pro

X (Twitter) automation — crypto news translation & posting

A full automation system that fetches crypto news, filters and translates it using the GPT-5.5 Pro model, then auto-publishes it as text, images, and video.

PuppeteerHTML/JS Scrapingn8nTelegram API

News scraper & analyzer bot for 50+ sites

A Telegram bot that scrapes more than 50 news sites using 3+ methods (HTML, JS), analyzes the news, translates it, filters it, and sends it to the company group automatically.

Facebook Messenger APIWhisper STTHuman Overriden8nAI Agent

Facebook Messenger chatbot for a seafood shop (voice & text)

An AI agent that understands customer text and voice notes in Egyptian Arabic, and logs and confirms fish orders in real time. **This system features automatic bot handoff the moment a human agent steps in (Human Agent Override), ensuring excellent customer service.**

Facebook Page APIn8n TriggerComment Automation

Automated management for 9 Facebook pages

A smart automation system that replies to every comment with one of 10 fixed varied responses, and automatically cross-shares new videos and posts across the other pages.

Database Integrationn8n Custom LogicCRM Sync

Sales & inventory automation for a car-parts store

An automation system for a car-parts store (9,000+ parts) connected to the site's database, filtering products by customer needs and car model and logging orders directly on the site.

WhatsApp APIn8n SchedulerCustomer Relations

Automated post-purchase follow-up (WhatsApp)

A sales automation tool that sends smart, scheduled WhatsApp messages to customers 3 days after purchase to check satisfaction and resolve issues.

n8nFastAPI / PythonGoHighLevel CRMGoogle Sheets APIDedup Ledger

LeadForge — lead enrichment & CRM pipeline

Takes a raw B2B contact list, forward-fills the gaps real spreadsheets always have, and checks every lead against a dedup ledger before spending anything on it. A separate FastAPI service scans each company homepage for tech-stack markers, careers pages, and social links, then the enriched record is upserted into the CRM and written back to a sheet the whole team can open.

Source
n8nClaude APITwilio SMSWebhooksCall Scoring

LeadSniper — AI call scoring with a daily SMS digest

Every completed sales call is scored the moment it ends, weighing budget, urgency, decision-making authority, and engagement. At 6:00am the CEO gets a single text with only the three hottest leads from the day before. Two independent trigger paths share one data store — no dashboard to check, no inbox to dig through.

Source
n8nOpenRouterData TablesShipping APIAdmin Dashboard

AI sales agent with guarded price negotiation

Five n8n workflows behind one storefront agent. It answers from a live catalog, and because every product carries a minimum price and a maximum discount, it negotiates gradually toward that floor instead of refusing outright or over-discounting — and never reveals where the floor is. Confirmed orders are handed to the carrier and returned with tracking, while a dashboard tracks sales, conversion, and top products.

Source
03 — BOOK A CALL

Book your consultation call

Want to automate your business? A smart chatbot? A custom, ready-to-run workflow? Book a free 30-minute consultation and let's talk through your project and how to grow your sales.

  • Free 30-minute consultation to scope how I can help
  • Replies to any questions within 24 hours
  • Remote work with clients across the world
  • Direct, fast communication for follow-up and support
📅
Book a free consultation
30 MIN · FREE CONSULTATION · AUTONMATAFORGE
1. Pick a day:
2. Available times only (your local time):

04 — CONTACT

Get in touch