Selected Work

AI systems, automation, and software we've built.

Explore the business problem, what we delivered, and how each system works. Filter by industry to find projects relevant to your team.

4 projects in Media, Recruiting & Field Operations

Media, Recruiting & Field Operations

Publishing throughput, campaign operations and on-the-ground evaluation, run by system rather than by headcount.

Recruiting · Meta Ads · GDPR

Automated Meta Recruiting Campaign System

The Challenge & What We Built

A German recruiting media agency was running client campaigns through manual ad operations that could not scale beyond the hours of the people doing them. We delivered the feasibility assessment, architecture and statement of work for a Python engine that builds, launches and manages Meta recruiting campaigns end to end, with Monday.com as the operator interface so nobody learns a new tool. GDPR and EU data residency were architectural constraints from the first design decision, not a compliance retrofit.

What Was Delivered

Capacity beyond operator hours

EU data residency by design

No new tool to learn

Phased build underway

Built With

Python
Meta Marketing API
Monday.com API
Hostinger VPS
Google Drive API

Social Media Automation · AI Scheduling

Multi-Platform Video Caption & Scheduling Engine

The Challenge & What We Built

New Drive uploads are detected, validated, batched, and passed through Gemini for optimised multi-platform captions. Clients are matched to profile groups, publishing slots computed, posts scheduled, and results aggregated into an emailed HTML report.

What Was Delivered

Multi-platform scheduling

AI-generated captions

Structured error alerts

Built With

n8n
Gemini AI
Lomavis API
GCS
Gmail API

Meeting Intelligence · AI Evaluation

Automated Meeting Intelligence & Scoring System

The Challenge & What We Built

Zoom recordings arrive via HMAC-validated webhooks, AWS Lambda processes transcripts, and multi-agent pipelines score meetings across engagement, opening, closure, action items, and effectiveness.

What Was Delivered

5 scoring dimensions

Automated transcript analysis

Meeting evaluation workflow

Built With

n8n
Zoom Webhooks
AWS Lambda
OpenAI GPT-4o
Google Sheets API

Computer Vision · Field Operations

Video-Based Cleanliness Evaluation System

The Challenge & What We Built

A Telegram bot captures on-ground cleaning videos, pairs them with reference benchmarks, and analyses both with Gemini to assess debris coverage by zone, logging weighted scores and video links to Sheets for audit.

What Was Delivered

AI zone-level scoring

Adaptive scoring logic

Centralised audit trail

Built With

n8n
Telegram Bot API
Google Gemini
Google Sheets API

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