Automation that holds under load.

Measured results

Email delivery rate

99.6%

1,123 of 1,127 delivered

Throughput growth

18×

8 → 145 sends/day in four weeks

Fewer failures

10×

28% → 2% failure rate as volume rose

Nodes, largest workflow

137

7 coordinated AI agents in one pipeline

Measured in production over a 27-day window. Client names withheld under confidentiality.

Four systems, taken apart

• 01

  Multi-channel lifecycle engine

  Four automated customer journeys across WhatsApp and email, running unattended every two hours with per-message delivery tracking.

  Dubai-based forex broker · 2026

  Case study
• 02

  Campaign delivery console

  An internal Next.js console replacing a spreadsheet send-ledger — with role-based access, audit logging and per-message funnel reporting.

  Dubai-based forex broker · 2026

  Case study
• 03

  AI lead-discovery engine

  A 137-node pipeline where seven coordinated AI agents find relevant discussions, draft grounded replies, and post them under guardrails.

  UAE automotive marketplace · 2025

  Case study

• bulk-template-sender● live

  Bulk template dispatcher

  Dubai-based forex broker

  74 nodes
  Scheduled run(Trigger)

  Audience query(Data source)

  Select template(Logic)

  Rate guard(Logic)

  Dispatch(Action)

  Delivery log(Store)

  Rejection + code(Failure path)

  executing…

  Template-based bulk sending with per-recipient rate guarding, delivery logging, and a separate path for provider rejections.

  • n8n
  • WhatsApp Cloud API
  • MySQL
• webinar-operations● live

  Webinar operations pipeline

  Regional marketing agency

  44 nodes
  Registration sync(Trigger)

  Hourly reminder(Trigger)

  Attendance hook(Trigger)

  Deduplicate(Logic)

  Attended?(Logic)

  Registry(Store)

  Follow-up · attended(Action)

  Follow-up · no-show(Action)

  Send reminder(Action)

  Organiser summary(Action)

  executing…

  End-to-end event automation: registration sync, deduplication, hourly reminders, attendance capture, and branching follow-up by whether someone showed.

  • n8n
  • SendGrid
  • Google Sheets
  • Google Drive
• offline-conversion-upload● live

  Offline conversion upload

  Dubai-based forex broker

  25 nodes
  Scheduled run(Trigger)

  Conversion status(Data source)

  Rows to send?(Logic)

  Build batch(Logic)

  Upload(Action)

  Response log(Store)

  executing…

  Closes the loop on ad spend: real conversion outcomes batched from the database and uploaded back to the ad platform.

  • n8n
  • MySQL
  • Google Ads API
• server-side-conversion-sync● live

  Server-side conversion sync

  Dubai-based forex broker

  19 nodes
  Scheduled run(Trigger)

  Resolve click id(Data source)

  Build event(Logic)

  Send to platform(Action)

  Sync log(Store)

  executing…

  Resolves stored click identifiers into server-side conversion events, so attribution survives browser tracking restrictions.

  • n8n
  • MySQL
  • Meta Conversions API
• campaign-reporting● live

  Campaign reporting

  Dubai-based forex broker

  17 nodes
  Scheduled run(Trigger)

  Aggregate queries(Data source)

  Transform(Logic)

  Write report tabs(Action)

  executing…

  Scheduled reporting that replaced manual spreadsheet assembly — queries aggregated, transformed, and written to per-metric tabs.

  • n8n
  • MySQL
  • Google Sheets
• booking-agent● live

  Conversational booking agent

  Internal build

  11 nodes
  Inbound message(Trigger)

  Conversation memory(Store)

  Booking agent(AI agent)

  Check availability(Data source)

  Create booking(Action)

  Send confirmation(Action)

  Reply(Action)

  executing…

  A WhatsApp agent that checks real calendar availability, books the slot, and sends confirmation — with conversation memory across turns.

  • n8n
  • OpenAI
  • Google Calendar
  • Gmail
• email-event-ingestion● live

  Delivery event ingestion

  Dubai-based forex broker

  4 nodes
  Provider webhook(Trigger)

  Normalise event(Logic)

  Append-only log(Store)

  executing…

  Small but load-bearing: provider webhooks normalised into an append-only event log that every funnel in the console reads from.

  • n8n
  • SendGrid
  • MySQL
• rag-assistant○ prototype

  Retrieval-augmented assistant

  Internal prototype

  16 nodes
  Document intake(Trigger)

  Inbound question(Trigger)

  Chunk(Logic)

  Embed(AI agent)

  Vector store(Store)

  Retrieval agent(AI agent)

  Answer(Action)

  executing…

  Prototype: documents chunked and embedded into a vector store, then answered over from two channels through one agent.

  • n8n
  • OpenAI
  • Pinecone
  • Telegram

1. runningJun 2026 → presentDubai, UAE

   Automation Engineer

   Dubai-based forex broker

   • Built the lifecycle engine driving four automated customer journeys across WhatsApp and email
   • Replaced a spreadsheet send-ledger with a claim-by-insert database pattern, making duplicate sends structurally impossible
   • Shipped an internal delivery console: role-based auth, audit logging and per-message funnel reporting
   • Wired human escalation from WhatsApp into Microsoft Teams with adaptive cards and an assignment callback

   • n8n
   • GCP
   • Docker
   • MySQL
   • Next.js
   • WhatsApp Cloud API
   • SendGrid
2. completeDec 2025 → May 2026Dubai, UAE

   Marketing Technologist

   UAE automotive marketplace

   • Built a 137-node lead-discovery engine coordinating seven AI agents against live inventory data
   • Automated the full lead lifecycle — capture, engagement scoring, follow-up sequencing, sales handoff
   • Integrated MarTech platforms over REST APIs to remove manual data transfer between marketing and ops
   • Added custom JavaScript logic layers to handle edge cases no-code nodes could not express

   • n8n
   • OpenAI
   • Reddit API
   • Google Sheets
   • JavaScript
   • REST APIs
3. completeOct 2024 → Dec 2025Remote

   Marketing Automation Specialist

   Regional marketing agency

   • Ran end-to-end email programs: segmentation, A/B testing, nurture streams, deliverability tuning
   • Built content personalisation rules and asset pipelines in Adobe Experience Manager
   • Automated webinar operations — registration sync, reminder crons, attendance capture, follow-up branching

   • Marketo
   • Adobe Experience Manager
   • SendGrid
   • Uberflip
   • n8n
4. completeAug 2022 → Oct 2024Lucknow, India

   Automation Developer

   IT services firm

   • Developed Google Workspace automation tooling in Apps Script and JavaScript
   • Built data processing and reporting systems that replaced manual spreadsheet handling
   • Created reusable automation frameworks adopted across multiple internal teams

   • Google Apps Script
   • JavaScript
   • Google Workspace
   • MySQL
5. completeNov 2020 → Mar 2022Lucknow, India

   Operations Executive

   Global BPO

   • Handled product claims and seller escalations against SLA
   • Managed large review datasets and built tracking reports for critical cases

   • Excel
   • Reporting