Results Engineered.

Deep dives into how I've fused marketing strategy with technical automation to solve complex growth challenges.

Leading European Marketplace

The €100M Revenue Engine

10x → 18x
ROAS Scale
€500K/mo
Ad Spend
€100M/yr
Revenue

The Challenge

Scaling ad spend for a high-volume European marketplace without diminishing returns or massive manual oversight.

The Solution

Engineered custom AI bidding scripts in Python interacting directly with the Google Ads API to automate bid adjustments based on real-time margin data, alongside automated creative A/B testing pipelines.

Global Travel Tech Startup

Programmatic SEO & AI Content Pipeline

+300%
Organic Traffic
4 Months
Timeframe
-65%
Cost per Lead

The Challenge

Organic traffic had plateaued, and the cost of manually producing high-quality, localized landing pages was severely impacting margins.

The Solution

Built a fully automated pipeline using Python, BigQuery, and the OpenAI API. The system parsed search intent data to generate thousands of highly relevant, localized landing pages instantly.

Dataset
LLM API
Deploy
B2B SaaS Provider

From 0 to 1,000+ Affiliates in 8 Months

0 → 1,000+
Active Affiliates
40/week
Hours Saved
0%
Payout Errors

The Challenge

The company had zero affiliate presence. The team was manually onboarding partners via email threads, managing commissions in spreadsheets, and losing hours weekly to payout reconciliation errors.

The Solution

Built a fully zero-touch affiliate engine using n8n, Partnerize, and Apollo.io. New partners trigger an automated n8n workflow: Stripe Connect account created, unique tracking links generated, welcome email sent, and CRM updated — all within 90 seconds of signup. Scaled from 0 to 1,000+ active affiliates in 8 months.

Active Affiliates1,024
+12%
Partner Revenue€142,500
+24%