Founder @ AT Sync • AI Automation Engineer

Hi, I'm Tuly.

Building Autonomous AI Systems
That Scale Your Business

I build AI customer support assistants, sales agents, and intelligent n8n automations that help businesses save time and scale faster.

24/7 Multi-Channel Support
n8n & Qdrant RAG Pipelines
Automated Human Handoff
Available for new client projects
Response within 24 hours
Umma Habiba Tuly — AI Automation Engineer
LangChain
MCP Protocol
n8n Engine
Qdrant
OpenRouter
FastAPI
AI Agent
PostgreSQL
RAG Pipeline
Messenger API
Umma Habiba Tuly
|Production AI Architect
Trusted AI Automation Engineer

Building production-ready AI systems for modern businesses.

Engineering robust, non-brittle multi-agent architectures, n8n visual pipelines, and vector knowledge bases.

0+

AI Systems Built

Deployed for client workflows

0+

Business Workflows

Orchestrated & automated

24/7

Support Automation

Autonomous agent response

Production

Ready Solutions

Tested & non-brittle

Building in Public on LinkedIn

Follow My Engineering Journey & Live Builds

I regularly post architecture breakdowns, live n8n workflow walkthroughs, RAG vector retrieval benchmarks, and client implementation insights.

AI Automation Builds

Multi-agent orchestration & support engines

n8n Workflows

Visual event automation & API pipelines

Client Case Studies

Real-world production results & ROI

RAG Systems

Vector databases & document search

Engineering Insights

Lessons on building non-brittle AI agents

Technology Stack

OpenAI
Anthropic
Google Gemini
LangChain
LlamaIndex
Pinecone
Qdrant
n8n
Python
FastAPI
Docker
Next.js
TypeScript
Tailwind CSS
PostgreSQL
Core Capabilities

Practical AI Systems & Automation Services

High-level overview of core AI engineering services designed to eliminate manual labor and streamline customer & internal workflows.

Customer Experience

AI Customer Support

24/7 multi-channel support assistants that handle inquiries across Website Chat, Facebook Messenger, and Instagram with seamless human handoff.

OpenAILangChainn8nFastAPI
Revenue Operations

AI Sales & Lead Automation

Intelligent pipelines that qualify inbound leads, enrich prospect data, update CRMs, and trigger timely automated follow-ups.

n8nHubSpotPythonOpenAI
Hospitality & Booking

Hotel AI Receptionist

Automated guest service agents that manage room inquiries, pricing FAQs, amenity details, and booking requests round-the-clock.

WhatsAppLangChainOpenAIFastAPI
Internal Operations

Knowledge Base (RAG)

Retrieval-Augmented Generation systems enabling team members to instantly search internal SOPs and documents with accurate source citations.

PineconeQdrantLlamaIndexPython
Process Efficiency

Business Workflow Automation

Custom trigger-based automated workflows connecting your app stack to eliminate manual copy-pasting and data synchronization errors.

n8nDockerFastAPIPostgreSQL
Agentic Systems

Custom AI Agent Pipelines

Specialized multi-step AI pipelines designed for document parsing, intelligent decision making, scraping, and custom operational tasks.

PythonLangChainDockerFastAPI
Case Studies & Architecture

Featured Case Studies

In-depth technical case studies featuring live video walkthroughs, system architecture event pipelines, and verified operational outcomes.

Featured Enterprise Case StudyWear Inspired (E-commerce / Apparel)
Live in Production

Wear Inspired AI Customer Support Assistant

An enterprise-grade multi-channel AI customer support ecosystem built for Wear Inspired. Operates 24/7 across Website Chat, Facebook Messenger, and Instagram with real-time intent analysis, semantic context retention, and automated human escalation.

Unified Multi-Channel Integration:
Website ChatFacebook MessengerInstagram
LIVE CUSTOMER DEMO•Facebook Messenger AI
LIVE DEMO
Messenger
Loading Messenger...
Verified Enterprise MetricsProduction

24/7

Uptime & Availability

3 Channels

Unified Platforms

< 2.1s

Response Latency

75%+

Tier-1 Auto-Resolution

  • 24/7 automated instant inquiry resolution across 3 major channels
  • Unified message ingestion pipeline eliminating fragmented support queues
  • Seamless human escalation with zero conversation context loss
AI Execution PipelineSVG Diagram

Meta Messenger

Customer Trigger

Webhook & Event Trigger

Receives Events

Image OCR + Vision

Visual Analysis

Text Request

NLP Parsing

AI Agent

Decision Engine

Qdrant RAG

Knowledge Base

PostgreSQL

Chat Memory

Google Sheets

Product DB

Response Generator

Context Synthesis

Messenger Reply

Customer Response

Pipeline Steps

Meta Messenger Webhook
Image OCR + AI Vision
AI Agent
Qdrant RAG Search
PostgreSQL Memory
Google Sheets Product Database
Context-aware Response

Core Tech Stack

n8nOpenRouterQdrantPostgreSQLMeta APIGoogle SheetsAI Vision
OpenAILangChainn8nFastAPIPythonDocker
Hospitality AI
In Development

Hotel AI Receptionist

A specialized AI receptionist system currently in development to handle room availability inquiries, pricing, booking FAQs, and guest service requests 24/7.

Website ChatWhatsApp
  • Round-the-clock guest inquiry assistance
  • Automated room availability & pricing FAQ responses
  • Streamlined front-desk queue management
LangChainOpenAIFastAPIPython
Internal Operations
Completed

Knowledge Base (RAG) System

A Retrieval-Augmented Generation (RAG) system built to query internal company SOPs, manuals, and technical documents with accurate source references.

  • Centralized internal document search
  • Instant accurate source-backed answers
  • Accelerated team onboarding & workflow speed
PineconeLlamaIndexPythonFastAPI
Process Efficiency
Completed

Business Workflow & Lead Automation

Automated business workflows built with n8n and Python to process incoming web leads, validate submitted data, and synchronize internal systems.

  • Automated data synchronization across tools
  • Eliminated manual copy-pasting & data entry
  • Instant lead notification triggers
n8nPythonFastAPIPostgreSQL
Engineering Profile

Meet the Engineer

Designing and deploying practical AI automation systems, multi-agent architectures, and workflow pipelines for growing businesses.

Umma Habiba Tuly — AI Automation Engineer
✓ Verified AI Engineer
Founder @ AT Sync
Available for new projects

Umma Habiba Tuly

AI Automation Engineer

Pythonn8nQdrantLangChainOpenAIFastAPI

Industries I Work With

E-commerce & Apparel
Hospitality & Hotels
Startups & SMBs
Agencies & Operations
Education

Follow My Engineering Journey

Weekly AI automation breakdowns & n8n blueprints on LinkedIn.

Follow

Practical AI Engineering for Scalable Operations

I specialize in building practical AI automation systems that streamline business operations, customer support, and internal knowledge access.

Rather than generic chatbots, I design custom AI agents, multi-channel support assistants, and workflow automation pipelines using n8n, Qdrant, and LangChain to solve real operational bottlenecks.

Core Engineering Principles

Production Reliability First

Building robust, non-brittle AI systems that process real-world customer inquiries consistently 24/7.

Transparent Workflows

Constructing clear, observable automation pipelines with step-by-step logging and auditability.

Measurable Business Impact

Focusing on practical AI applications that eliminate repetitive manual tasks and accelerate response times.

Experience & Real Milestones

Founded AT Sync

Established AT Sync to deliver tailored AI automation engineering and agentic workflows for businesses.

Built AI Customer Support Systems

Deployed multi-channel AI support assistants integrated across Website Chat, Facebook Messenger, and Instagram.

Developed RAG-based Knowledge Systems

Engineered Retrieval-Augmented Generation knowledge systems using Qdrant vector retrieval for instant document queries.

Building AI Solutions for Hotels & Businesses

Developing specialized AI receptionists and custom business workflow automations for hospitality and growing teams.

Client Feedback

Trusted for Reliable AI Automations

Real feedback from business founders, hotel managers, and operations leaders using custom AI support & workflow systems.

75%+ Inquiry Auto-Resolution

"Tuly built an incredible multi-channel AI support assistant for our store. Routine sizing, tracking, and policy inquiries are answered instantly 24/7 across Instagram, Facebook, and Web chat."

EC

E-Commerce Client

Founder & CEO • Wear Inspired Apparel

24/7 Guest Assistance

"The AI receptionist system handled room inquiries and check-in SOPs without a hitch. It drastically cut down front-desk call backlogs during peak check-in hours."

HM

Hospitality Manager

Operations Director • Boutique Hotel & Stay Group

Zero Copy-Paste Admin

"Our n8n lead enrichment and vector search RAG pipeline transformed how fast our team finds SOPs and qualifies inbound leads. Highly structured, reliable engineering."

OL

Operations Lead

Head of Operations • B2B SaaS Startup

Mid-Page Consultation

Ready to Automate Your Business Operations?

Book a quick 1-on-1 AI strategy session to discuss your workflow bottlenecks, support backlogs, or custom agent requirements.

System Architecture

How My AI Automation Systems Work

A step-by-step visual breakdown showing how customer interactions flow through webhooks, n8n orchestration, AI agents, and Qdrant vector retrieval.

LIVE WORKFLOW ENGINE
Step 01

Customer

Customer initiates a question, booking request, or service inquiry.

Step 02

Messenger / Website Chat

Inquiry is received across Website Chat, Facebook Messenger, or Instagram.

Step 03

Webhook

HTTPS webhook ingests the message payload securely in real time.

Step 04

n8n Engine

n8n workflow orchestrates message routing, payload parsing, and session state.

Step 05

AI Agent

LangChain and OpenAI parse user intent and determine entity extractions.

Step 06

Knowledge Base (Qdrant)

Qdrant vector database queries SOPs, product docs, and rates for semantic context. (Pinecone supported as alternative)

Step 07

Tools / APIs

Triggers external database updates, CRM sync, or custom REST API calls.

Step 08

Customer Response

Delivers an accurate context-backed response to the user with human handoff fallback.

Stage 1 of 8

Customer

Customer initiates a question, booking request, or service inquiry.

Primary Tech / Tools:
Customer Input
Current Action:Customer inquiry initiated
Execution Telemetry
Live Events
[00:01.04]Webhook received
Webhook
[00:01.12]Session identified
n8n Engine
[00:01.28]Knowledge search started
Qdrant Vector DB
[00:01.45]Relevant documents found
Qdrant Vector DB
[00:01.82]Response generated
AI Agent
[00:02.10]Message delivered
Messenger / Chat
Umma Habiba Tuly
LET'S BUILD SOMETHING

Ready to Automate Your Business?

I build custom AI systems, multi-channel support assistants, and automated workflow pipelines for businesses looking to eliminate manual tasks and scale efficiently.

Available for new projects
Primary Platform • LinkedIn
Follow My Engineering & Build PostsLive AI agent walk-throughs, n8n blueprints & case studies
Follow
WhatsApp
+8801954664733
Chat Now
Emailummahabibatuly2001@gmail.com
LocationBangladesh
Expected ReplyWithin 24 hours

Start a Conversation

Direct engagement for custom AI architecture and business automation projects.

Services I can help with:

AI Customer Support
AI Sales Automation
Hotel AI Receptionist
RAG Knowledge Bases
Workflow Automation
Custom AI Agents