REAL OPERATION PEAK 8 PM — STILL ANSWERING AT 1 AM
▸ 02 / SELECTED SYSTEMS — IN PRODUCTION
FEATURED · SINCE MAY 2026
FB Agent — Bengali Messenger Sales Automation
Sells in Bengali on Facebook Messenger — product questions, price negotiation, and order capture, fully autonomous. When its model provider went down on 13 July, the global error catcher flagged all 12 failed runs within ~10 seconds each and alerted a human. That real incident is the 0.4%.
Full log
95 nodes orchestrated in n8n — in production since May 2026
Multi-tenant: one workflow serves 2 Facebook pages
Understands voice notes, photos, and Bengali text — with a strict human-handoff protocol
13 Jul 2026 — provider billing failed mid-day: all 12 failed runs were caught within ~10 seconds each, customers got a fallback message, and I was alerted instantly
95 NODES · N8N MULTI-TENANT · 2 PAGES
99.6%
BUSINESS AUTOMATION
Invoice Printer — Automated Batch Processing
Collects the day's invoices, formats and prints the whole batch in one pass, and submits them automatically. An evening of paperwork became a single click — with malformed entries flagged instead of silently skipped.
Full log
Processes a full day's invoices in one batch
Automated formatting, printing & submission
Flags malformed or missing entries before they cost money
FORMAT · PRINT SUBMIT · VALIDATE
1-click
INTERNAL AUTOMATION
Content Studio — Telegram Bot
Turns a raw link, photo, or voice note into a publish-ready, fact-checked Bangla Facebook caption. Drop something in; get finished content back in the same chat. Vision + OCR extraction, staged fact-check prompt, Apify scraping.
Logs every income and expense as it happens, categorizes each transaction, and answers the question owners actually ask: where is the money going? Real-time analysis with actionable tips — not a spreadsheet you maintain.
Full log
Automatic income & expense logging
Smart categorization & trend detection
Real-time analysis with actionable recommendations
AUTO LOGGING TREND DETECTION
live
▸ 03 / WHAT I BUILD WITH
AI Strategy & Consulting
An honest read on what AI can do for your business — if AI isn't the right answer for a task, I'll say so.
Process Automation (n8n)
Production-grade workflows — 95-node agents running businesses around the clock, not demos.
Agent Architecture
Multi-tenant agents that understand voice notes, photos, and Bengali text — one workflow, multiple brands.
System Reliability & Ops
If it isn't monitored, it isn't finished — retries, error catching, daily health checks on everything I ship.
Human Handoff Protocol
The agent steps aside the moment a conversation genuinely needs a human.
Every number traces to live n8n telemetry — 3,290 executions in 12 days. No projections, no estimates.
In production since May 2026 — running on your own self-hosted infrastructure. You own the system, the data, and the costs.
Failure is part of the record — the 13 July provider outage and all 12 caught runs are published, not hidden.
▸ 04 / HOW I WORK — SIMPLE. EFFECTIVE. AUTONOMOUS.
01 —
Observe
I study your existing systems, workflows, and pain points. No assumptions — just deep observation of where time and money leak.
02 —
Discover
I identify the highest-impact opportunities for AI automation. Not everything needs an AI — I find where it actually matters.
03 —
Implement
I build robust, production-grade automations with error handling, monitoring, and graceful degradation. Then I keep improving them.
Let's build something that never sleeps.
Whether you need a Messenger sales agent, back-office automation, or an honest read on what AI can do for your business — tell me what's eating your team's time, and I'll tell you what's worth automating.