Portfolio

Real work,
real numbers

Representative engagements across our services. Details are anonymized to protect client data. Ask us on a call and we'll walk you through the specifics.

Three white satellite dishes tipping envelopes onto a shared belt, an orange gate at its centre dropping some into a grey bin below while the rest reach a white tray at the end, labelled Channels, Verify and Contacts

Data Engineering

200-300 verified creator emails a day

YouTube Creator Contact Extraction

An in-house extraction pipeline that collects the contact addresses YouTube keeps behind its View email address button, in bulk, and returns them verified.

PythonPlaywrightPostgreSQL

A white belt carrying pale slabs under a squat white arch, most continuing along a raised track into a closed white block while a short side chute drops two upright slabs into an orange tray, labelled Invoices, Read, Ledger and Hand back

AI Agents

Manual invoice keying removed

Supplier Invoice Intake Agent

An agent that reads supplier invoices out of a shared inbox, extracts the line items, matches them against open purchase orders and passes anything uncertain to a person.

ClaudePythonn8nPostgreSQL

Four small white trays tipping grey pebbles into a funnel that gathers them into one line, the line running through an orange loader that pushes a duplicate batch off onto the ground before the rest reach a wide tray of even rows, labelled Channels, Normalise, Load once and Warehouse

Data Engineering

6 hours of manual reporting → 0

Retail Analytics Pipeline

Daily ingestion from four sales channels into one warehouse, with analysis-ready tables, load-time quality checks and anomaly alerts.

PythonAirflowPostgreSQL

White tiles lying flat and scattered, passing an upright gate that stands them on edge into an evenly spaced line, with a heavy orange arc sweeping back over the line carrying one tile the other way, labelled Posts, Calendar and Reporting

Social Media

4.2x engagement in one quarter

Brand Channel Relaunch

A refreshed visual identity, a content calendar across three channels and day-to-day community management for a consumer brand.

MetaTikTokCanva

Grey discs running along a rail into a white block with a tall orange column of stacked plates standing behind it, most discs continuing into a closed white bin while one lifts onto a small open ledge, labelled Tickets, Help docs, Answered and Escalated

AI Agents

58% of tickets resolved automatically

Support Triage Agent

An agent that classifies, answers and routes inbound support tickets from the client's own help docs, and hands anything it isn't sure about to a person.

ClaudeRAGn8n