Growth,intelligentlyengineered.
For the last two years I've built the AI-powered operations layer behind growing brands: 20M+ organic views, $367K in campaign revenue, and 40+ production systems shipped.
I engineer AI systems that turn attention into revenue.
Based in Germany. AI Growth and Operations Specialist with a Mechanical Engineering background. I think in systems. For the last two years I've built the operational backbone behind growing brands: AI workflows, content engines, email and lead generation, sales operations, and the project management that keeps it all running.
My focus is simple: engineer AI systems that move the metrics that matter, and ship them into production so growth compounds.
Four disciplines. One outcome: scalable growth.
End-to-end AI workflows in n8n, Claude Code, Codex, and Zapier. Research, scripting, content production, and lead routing, fully automated.
Selected work. Real systems, real results.
Built the AI content engine driving organic growth at scale.
- →Supported organic growth to 35K followers in 3 months. Zero paid ads.
- →Contributed to 2M+ organic views via AI-driven content systems, scripting, and trend monitoring.
- →Designed workflows for content research, scripting, trend analysis, and viral production.
- →Cut 20+ hours of manual work per week through automation.
Numbers from the systems I've shipped.
Across three operations roles between 2024 and today.
Elites Crypto · in 3 months, via AI-powered content systems
Elites Crypto · in 3 months, zero paid ads
via sales and campaign ops
across 4+ personal brands
list managed end-to-end
across content, leadgen, ops
Screenshots from inside the operations. Use the arrow to step through each result. All screenshots shared with permission of the brand owners.
Sales numbers from Elevate Club, where I worked as Project Manager and Email Marketing Manager. 1.35M AED (~$367K) in total revenue and 1,600+ paying customers, driven through email campaigns, sales sequences, and the operational workflows I built and ran around them.
Six of the 40+ projects I've shipped.
Click any to open the case study.
One command center running the whole media brand: team, deadlines, publishing calendar, and an AI script engine that refills the pipeline on its own.
One command center running the whole media brand: team, deadlines, publishing calendar, and an AI script engine that refills the pipeline on its own.
A custom-built operations platform that runs every part of a crypto media brand from a single screen. The owner gets a live command view of the entire operation: every editor's workload, a sheet-style production timeline with color-coded deadline tracking, a multi-platform publishing calendar (YouTube, TikTok, Meta: statuses, captions, thumbnails, custom columns, drag-and-drop ordering), team management with one-click editor onboarding, voice-over tracking, shared resources, and a full audit trail of every action, all updating in real time on desktop and mobile. Each editor gets their own isolated workspace with their scripts, deadlines, and deliverables; database-level security makes it impossible for anyone to see another editor's work. And the pipeline feeds itself: the moment a video is marked Delivered, the system scrapes curated X accounts and crypto news feeds, has AI score stories for viral potential, fact-verifies claims with live web search, and writes three candidate scripts in the brand's own voice, learned from its 10 best-performing scripts, with memory that prevents any topic from repeating. The owner approves from Telegram with a single reply, and the next script appears on the editor's dashboard instantly, deadlines already set.
The whole brand runs from one place instead of scattered sheets, chats, and folders: assignments, deadlines, publishing, and content creation in a single source of truth that's always current. Management overhead drops to minutes a day: no chasing editors, no manually preparing scripts, no status meetings. Script research and writing collapses from 30+ minutes per video to one Telegram reply, the 3-day production cycle never stalls because editors always have their next assignment waiting, and the operation scales to any number of editors at zero extra cost, all on ~$20/month of infrastructure, hardened by three rounds of adversarial security review.
Next.js · Supabase · Claude API · Apify · Telegram Bot API · Vercel
+ 34 more shipped across content, leadgen, and ops.
One command center running the whole media brand: team, deadlines, publishing calendar, and an AI script engine that refills the pipeline on its own.
One command center running the whole media brand: team, deadlines, publishing calendar, and an AI script engine that refills the pipeline on its own.
A custom-built operations platform that runs every part of a crypto media brand from a single screen. The owner gets a live command view of the entire operation: every editor's workload, a sheet-style production timeline with color-coded deadline tracking, a multi-platform publishing calendar (YouTube, TikTok, Meta: statuses, captions, thumbnails, custom columns, drag-and-drop ordering), team management with one-click editor onboarding, voice-over tracking, shared resources, and a full audit trail of every action, all updating in real time on desktop and mobile. Each editor gets their own isolated workspace with their scripts, deadlines, and deliverables; database-level security makes it impossible for anyone to see another editor's work. And the pipeline feeds itself: the moment a video is marked Delivered, the system scrapes curated X accounts and crypto news feeds, has AI score stories for viral potential, fact-verifies claims with live web search, and writes three candidate scripts in the brand's own voice, learned from its 10 best-performing scripts, with memory that prevents any topic from repeating. The owner approves from Telegram with a single reply, and the next script appears on the editor's dashboard instantly, deadlines already set.
The whole brand runs from one place instead of scattered sheets, chats, and folders: assignments, deadlines, publishing, and content creation in a single source of truth that's always current. Management overhead drops to minutes a day: no chasing editors, no manually preparing scripts, no status meetings. Script research and writing collapses from 30+ minutes per video to one Telegram reply, the 3-day production cycle never stalls because editors always have their next assignment waiting, and the operation scales to any number of editors at zero extra cost, all on ~$20/month of infrastructure, hardened by three rounds of adversarial security review.
Next.js · Supabase · Claude API · Apify · Telegram Bot API · Vercel
The tools I use, and the credentials behind them.
A focused set. Each one earns its place.
Claude Code/
n8n/
Zapier/
Supabase/
Vercel/
Apify/
Kit/
ManyChat/
Notion/
Canva/
Higgsfield/Claude Code/n8n/Zapier/Supabase/Vercel/Apify/Kit/ManyChat/Notion/Canva/Higgsfield/Formal credentials, for the record. The results above are the real certification.
Let's talk.
Hiring for growth, AI operations, or marketing automation? I'm open to working-student roles, remote or in Germany. Building a brand and need the systems behind it? That works too.