[ Data Engineering & Automation Studio ]

Custom Data Pipelines, Portal Automation & API Integrations.

We build background scraping engines, document parsing workflows, and headless API connectors for operational teams. Turn manual browser tasks into clean, structured data flows.

Contact Engineering View Capabilities

PythonPlaywrightTypeScriptLLM/AI ParsingCustom APIs

Featured Studio Project

Port Terminal & Logistics Tracking Engine

Automated background scraper built for container freight forwarders. Auto-extracts live discharge dates, customs holds, and pin statuses from port portals (ECT Rotterdam, RWG, APM Terminals) directly into Excel or internal ERPs.

Live discharge dates
Customs hold & pin status
Straight into Excel or ERP

ECT RotterdamRWGAPM Terminals

port-tracker / stdout.json

live

{
  "container_id": "MSCU9283741",
  "terminal": "ECT Delta Rotterdam",
  "discharge_status": "RELEASED",
  "customs_hold": false,
  "eta_timestamp": "2026-08-12T08:30:00Z",
  "latency_ms": 1420
}

Core Engineering Capabilities

The four systems we build, end to end.

Every engagement ships as running infrastructure — not a deck, not a proof of concept that dies in staging.

Automated Web Scraping & Portal Connectors

Headless browser automation (Playwright/Python) capable of bypassing complex logins, session tokens, and legacy web interfaces.

PlaywrightSession handlingLegacy UIs

Unstructured Document Extraction

AI/LLM-powered pipelines converting messy PDFs, commercial invoices, Bills of Lading, and email attachments into verified JSON.

LLM parsingOCRSchema validation

Custom API Middleware & Integrations

Lightweight background services connecting legacy vendor portals directly to your ERP, database, or Google Sheets.

RESTWebhooksERP sync

Resilient Data Pipelines & Monitoring

Production-grade background workers with automatic retry logic, proxy rotation, and real-time failure alerts.

RetriesProxy rotationAlerting

Architecture & Engagement Model

How we work.

01Week 1
Workflow Audit
We map your team's manual data entry bottlenecks and target portal interfaces.
0248 hours
Prototype & Demo
We deploy a functional scraping/parsing pipeline within 48 hours for validation.
03Ongoing
Production Deployment
We package the solution into a background service feeding straight to your software.