We help companies identify repetitive workflows — data processing, report generation, customer communication, DevOps tasks — and build AI-powered automation that runs reliably in production. Not demos. Production systems, from day one.
Most companies know AI could save them time. They just don't have someone who can make it actually work in production.
Your team burns 40% of their week on data cleaning, report generation, and copy-paste workflows between tools. That's engineering salary spent on intern-level tasks.
You've seen the demos. Maybe you've even built one. But going from ChatGPT wrapper to production pipeline with monitoring, guardrails, and cost control? That's where most teams stall.
A senior backend engineer who's shipped 50+ production systems and knows how to wire AI into real infrastructure — with CI/CD, observability, and error handling from day one.
I find the repetitive bottlenecks in your operation and turn them into automated systems that save 60-80% of the time your team currently spends on them.
Replace manual, repetitive processes with intelligent automation using LLMs, AI agents, and custom pipelines.
Build ETL pipelines that use AI to classify, enrich, and transform data automatically — no more manual data wrangling.
Deploy AI agents that handle customer queries, internal support, or content generation integrated with your existing tools.
Automate CI/CD, monitoring, alerting, and incident response with AI-enhanced tooling on AWS/GCP/Azure.
Not hypothetical savings. These are the outcomes from production systems I've built and deployed.
AI extracts data from invoices, validates against PO, routes for approval automatically.
Automated document collection, verification, account setup, and welcome sequences.
AI-assisted PR reviews, automated test generation, and deployment pipelines.
Automated competitor monitoring, sentiment analysis, and trend reporting.
Resume screening, interview scheduling, candidate communication automation.
Blog drafts, social media scheduling, SEO optimization, multilingual content.
A battle-tested process built for speed. You get a working system, not a slide deck.
Free 30-min audit of your workflows. We'll find where AI saves the most time and money.
Detailed plan with timeline, cost estimate, and projected savings. No surprises.
Rapid 2-week sprints with weekly demos. Production-grade from sprint one.
Production deployment with monitoring, docs, and handover. You own everything.
Real products running in production, serving real users.
Manual market analysis taking hours of data collection across multiple sources.
AI-powered pipeline with autonomous agents that collect, analyze, and present market data in real-time.
Technical interview prep lacks real-time, context-aware AI assistance during live sessions.
Desktop app + Chrome extension with real-time analysis, smart suggestions, and local-first privacy.
We work with your existing tools. No forced migrations, no vendor lock-in.
Book a free 30-minute workflow audit. We'll show you exactly where AI can save you time and money — no sales pitch, just engineering.
Schedule Your Free Audit →Book a free 30-minute discovery call. We'll audit your workflows and show you exactly which ones can be automated and how much you'll save.
Munich, Germany · Remote Worldwide