Custom AI Solutions
→ Goal: 60%+ manual work reduction
- Agentic Workflow Automation
- Custom LLM & RAG Pipelines
- Operational Triage Automation
★ Trust-backed by Stanford, Oxford & Adobe researchers
Scale Operations & Content with Custom AI Engines
Research-backed AI systems (Oxford, Stanford) and automated media pipelines that eliminate manual operational bottlenecks, scale content production 10x, and deliver guaranteed business ROI. See real AI outcomes
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ADOBE STANFORD OXFORD SIEMENS JOBWARE
What I Do
Transform beyond prototypes and dashboards.
AI Media & Ad Generation
→ Goal: 10x content scale & automation
- 1:1 E-Commerce Personalization Engines
- Multi-modal Content Pipelines
- Computer Vision & Video Intelligence
Analytics & Data Science
→ Goal: Predictive asset & user modeling
- AutoML Text Classification
- Predictive Asset & Sentiment Modeling
- Product Experimentation & Measurement
How I Work
A clear path from insight to implementation
Diagnose Leverage Points
Identify where AI creates the most business value—not where it's easiest to deploy.
Design AI-Enabled Workflows
Map intelligent systems that integrate with your operations, not sit beside them.
Guide or Execute
Provide strategic guidance, research support, or hands-on implementation based on your needs.
Not selling: Generic tools · Off-the-shelf workshops · Dashboard-only solutions
Why This Works
Research-backed expertise meets real-world execution
Research-backed.
Industry-tested.
I bridge cutting-edge research with real business execution—combining academic rigor with a proven track record of delivery.
- Innovation & Awards: Top 0.1% Adobe Incubator selected and winner of an EU-level AI pitch contest.
- Proven Researcher: Led research projects with Oxford, Stanford, and industry, and published on AI management.
- Global Scale: Led AI product implementations reaching 200M+ users ($20M revenue impact, 70% faster process) and consulted investment firms with $1M+ funds.
- Deep Expertise: Taught experts on Analytics, Marketing, Automation, Gen AI, and Product Experimentation, and spent thousands of hours building Agents, ML models, and data systems (like this media analyzer).
Selected Work
Personalization Engine
Real-time image rendering engine for 1:1 e-commerce personalization.
Video Intelligence Engine
Leveraging Gemini AI to detect logos and analyze influencer sentiment in video content.
Ticket Automation Engine
AutoML-driven text classification system reducing manual triage by 60% with NLP.
AI-Powered Trading Terminal
Multi-agent system for real-time market sentiment analysis and predictive asset modeling.
Reviews 💌
„Mario explained Adobe Target + GPT clearly to code fixes. Feel much more confident.“
„Mario enabled connections to leading European AI researchers, which led to partnerships“
„Great days spent expanding my analytics knowledge 📊. Thanks for all your insight.“
Free Resource: AI Leverage Framework
Learn how to identify high-impact AI opportunities and scale judgment-based work. A practical guide based on research and real implementations.
Download the Framework (PDF)No email required. Instant download.
Break Through the AI Hype
Most companies apply AI at the surface level. I help leaders treat AI as a business lever — redesigning how decisions, processes, and teams operate.
Book a Strategy Call- Projects driven by hype or dashboards?
- Tools deployed but no real change?
- AI ROI unclear or disappointing?
"Outcomes over hype. Context over demos."
Let’s make AI work for your business.
No friction. Just a conversation.
I work with a limited number of teams per quarter to ensure quality outcomes.
No prep required. Just bring your context.