I build AI & workflow automations that turn hours of manual work into minutes.
n8n, Python, APIs and LLMs like Claude, applied to real operations. My automations run bookings, document downloads, portal updates and AI-generated documents every day. And with 7+ years in trade and logistics, I understand the business processes I automate.
LLM-powered tools, with guardrails
Tools I built and use daily, designed so the AI output stays correct and safe to act on.
AI job application assistant
Problem
Tailoring a CV and cover email to every job description takes 30+ minutes each, and generic applications get ignored.
Solution
The Claude API reads each job description, scores the fit, and selects and rewrites content from a fact-only profile. The script builds a formatted CV and email, and sends through Gmail after approval.
Guardrails
Structured JSON output. Anything not in the profile is rejected, emails go only to addresses that really appear in the job ad, with daily limits and a full log.
Job search pipeline
Pulls listings from public job-board APIs, keeps only roles open to my location and timezone, scores relevance, removes duplicates and keeps an Excel tracker.
Self-hosted automation stack
n8n and my automation platform run on my own Linux VPS and domain, with per-module usage credits and admin controls.
Axlura — accessibility automation
A tool I founded that scans websites for WCAG 2.1 issues and applies fixes automatically, for European Accessibility Act compliance.
Automations running every day
Modules on my own automation platform, each built for a real portal used daily in Bangladesh's export industry.
H&M Supplier Booking
Problem
Every shipment had to be booked on the H&M supplier portal one at a time. In peak season that meant hundreds of bookings and hours of repetitive data entry, with a real risk of typing errors.
Solution
A Python tool reads a prepared booking sheet and submits bookings in parallel threads, sending data directly to the portal instead of clicking through screens.
Result
~300 in 6 minEntered exactly as in the source sheet.
H&M Invoice Update
Bulk-updates self-billing invoices (number, date, composition, exporter reference, buyer, port, remarks) by order, warehouse and market.
Invoice & Packing List Download
Downloads H&M e-invoices, packing lists and carton markings by order number, warehouse and market.
Bangladesh Bank EXP
Searches and downloads EXP forms as PDF, and batch-updates commodity code, quantity and invoice amount from CSV.
EPB Export Tracker (SOO)
Fills SOO forms automatically from CSV batches, attaches the PDF and saves each record.
Damco FCR Submission
Submits Forwarder's Cargo Receipts in bulk on the Damco shipper portal from a CSV file.
Kuehne + Nagel Order Release
Downloads Shipping Order Release documents in parallel.
Maersk SCM Tracking
Looks up shipments by FCR, booking or HBL number and saves the status as PDF.
Chittagong Port Tracking
Checks container location and status at Chittagong Port.
How I build
Practical engineering choices that keep automations fast and reliable on real-world systems.
Direct requests first
Where a portal allows it, data goes straight to the server as a request payload, with no browser. The fastest and most stable method.
Playwright for 2-step logins
Portals with two-step verification or complex screens run in a controlled browser. The user logs in; the automation does the rest.
Parallel, validated, logged
Bulk jobs run multi-threaded, AI output is validated before it is used, and every run is logged so results can be checked.
What I can do for your team
If your team spends hours on portals, spreadsheets and documents, that time can usually be won back.
Automate portal work
Bookings, customs and shipping entries, bank and buyer portal updates, done in bulk from a spreadsheet.
AI document processing
Invoices, B/Ls and POs read by AI, validated and written into Sheets, Excel or your system.
Tracking & reporting
Shipment and container status collected from carriers and ports into one daily report.
I know the operation
7+ years of L/Cs, shipping documents and customs work, so I automate the right steps and spot what can go wrong.
Skills & certifications
Automation & development
Trade & logistics
Experience
Assistant Manager – Commercial
Export, import, banking and customs operations for a knitwear exporter.
Assistant Manager – Commercial (Export Incentives)
Ran the export cash-incentive cycle and automated document download and tracking.
Senior Officer – Commercial
Export documentation and EPZ commercial work for H&M, ZARA, ASOS, New Look, GUESS, G-III, LPP and Texeurop; automated invoicing, out-pass, booking and EP/EXP preparation.
Senior Officer – Commercial
EP permits on the BEPZA portal, forwarder bookings, bond register and bond audit reports, with Excel and script automation.
Commercial Officer – Export
Sea and air export documentation for H&M, NEXT and PRIMARK; built my first automations, generating hundreds of EXP forms in seconds.
Have a process that eats hours every week?
Open to remote AI and workflow automation roles and contracts worldwide, and to relocation for the right role in the UAE or GCC.