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Md. Siddique Hossain, AI Systems Architect & Automation ConsultantSiddique Hossain

Projects and case studies

Every project is labelled as a client, demonstration or internal project. I describe the architecture and the decisions behind it. I do not publish client names, credentials, patient data, or results I cannot document.

Selected projects

Client project

AI Dental Reception & Live Queue System

An AI receptionist and live patient-queue engine where the database, not the AI, owns the scheduling logic.

Flow: Patient message → AI receptionist → Queue engine → Delay notice / reminder → Reception dashboard

Read the case study →

Internal project

WhatsApp AI Receptionist with Live Booking

Qualifies an enquiry on WhatsApp, checks live availability, books a slot and hands off to a person with full context.

Flow: WhatsApp enquiry → AI qualification → Live availability → Booking → Human handoff

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Client project

Lead Qualification & CRM Automation

Rule-based lead scoring, auto-tagging and CRM field mapping with duplicate protection, delivered in n8n for two Upwork clients.

Flow: Incoming lead → Scoring and auto-tagging → CRM field mapping → Duplicate check → Staff follow-up

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Client project

WhatsApp Payment-Receipt Verification

A 69-node n8n workflow that verifies payment receipts sent on WhatsApp, flags duplicates and routes edge cases to staff.

Flow: Receipt on WhatsApp → OCR extraction → Ledger check → Duplicate detection → Reply or staff review

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Internal project

Production n8n Infrastructure and Reliability

A multi-service Docker and Traefik environment, plus a structured audit that turned reliability gaps into a prioritised roadmap.

Flow: Map services → Find single points of failure → Prioritise fixes → Harden → Monitor

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More delivered work

Smaller engagements completed through Upwork and Fiverr.

  • Zoho CRM field mapping and duplicate handling

    Upwork

    n8n workflow connecting lead sources to the CRM with field mapping and de-duplication.

  • GoHighLevel CRM organisation

    Fiverr

    CRM clean-up, workflows and smart list for a client's pipeline.

  • Starter WhatsApp AI workflow

    Fiverr

    A first-stage WhatsApp AI workflow built around the client's use case.

Client feedback

Upwork
“Great work. Siddique understood the workflow quickly, handled the Zoho mapping and duplicate logic well, and delivered on time. Would work with him again.”

n8n CRM & lead-gen workflow

Upwork client · Fixed-price job, Sep–Oct 2026

Upwork
“Siddique delivered exactly what we needed for ai lead qualification and automation. The scoring and auto-tagging system was clear, practical, and easy to adjust. Good communication, solid work, and a smooth delivery. I’d definitely work with him again.”

AI lead qualification & CRM automation

Upwork client · Fixed-price job, Sep 2026

Fiverr
“Great experience working with Siddique. He understood what I needed and built the starter WhatsApp AI workflow exactly around my use case. Communication was clear, delivery was smooth, and he was helpful throughout. I’ll definitely come back for the next stage.”

WhatsApp AI workflow for a real-estate use case

Fiverr client · Starter workflow

Fiverr
“Great experience working with Siddique. He organized my GHL CRM, set up the workflows and smart list, and handled the small changes I requested without any issues. Good communication and everything was delivered as expected.”

GoHighLevel CRM organisation and workflows

Fiverr client · CRM clean-up, workflows and smart list

Fiverr
“I highly recommend him. He's very attentive and dedicated to his work, very responsible, and always ready to help. I give him 100% for his work. 100% recommended.”

WhatsApp commerce bot with receipt verification

Fiverr client · 69-node n8n workflow and handover

Reviews are copied word for word from my public profiles on Upwork and Fiverr, where you can verify them. Client names are not shown here.