• About

STEPHAN
KARAS

Building the future across industries worldwide.

Business Case Studies

Python Library & CLI for Lab Data Access & Workflow Automation – for Qubicon AG

Developed a system that gave Qubicon’s clients direct, streamlined access to lab data and automation capabilities, enabling faster integration, smarter workflows, and fully automated operations.

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AI Tool to Identify Optimal EV Charger Locations - Built for the EU’s ERA-Net Smart Energy Systems Initiative

Built an AI-driven system that pinpoints exactly where and when to install public electric-vehicle chargers to meet real neighborhood demand

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Automated Nutrient Control System – for Technical University of Munich

Smart dosing system that automatically delivers nutrients to lab experiments, engineered for precision, scalability, and lab automation for the Technical University of Munich

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AI Lab Assistant Chatbot – for Qubicon AG

LLM-powered chatbot that writes Qubicon-specific bioprocess calculation scripts for non-technical lab customers to control lab equipment

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AI System to Simulate Complex Lab Data

AI-powered platform that cuts testing costs and workforce by auto-generating ultra-realistic lab simulation datasets for testing simulations

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Services

We design AI systems that cut costs, unlock new revenue, and give your business a lasting strategic advantage

1

AI Strategy & Roadmapping

We help you identify the highest-impact AI use cases in your organization and design a clear, executable roadmap.

Benefits

Avoid waste, start with real business value, and move with clarity.

Use Cases

Optimizing logistics in manufacturing, cutting HR overhead, enhancing digital customer journeys.

AI Strategy & Roadmapping

Expertise

AI Systems & Applied Machine Learning

  • Machine Learning
  • NLP & LLMs
  • Computer Vision
  • Feature Engineering
  • AI-Driven Process Automation
  • OpenAI API Integration
  • Prompt Engineering & RAG
  • Instruction Tuning
  • AI Agent Design

Software Engineering

  • Full-Stack Development
  • API Design & Development
  • System Architecture
  • Cloud Infrastructure
  • DevOps & CI/CD
  • Microservices
  • Database Design
  • Performance Optimization

Innovation, Strategy & Technical Leadership

  • Technical Leadership
  • Stakeholder Management
  • Business Strategy
  • Market Analysis
  • Competitive Intelligence
  • Product Roadmapping
  • Cross-Functional Collaboration
  • AI Strategy & Consulting

Mission

We build intelligent systems that amplify human capabilities, helping people and organizations achieve more with greater speed, clarity, and efficiency.

Our work sits at the intersection of applied AI, scalable software, and real-world business outcomes. We focus on delivering solutions that create measurable impact across diverse industries and challenges.

We believe the future belongs to those who integrate human creativity with machine intelligence. Our mission is to turn that vision into reality through technologies that are not just innovative, but actionable.

"
Aim above the mark to hit the mark.
— Ralph Waldo Emerson
"

Publications

An Open-Source Model for Estimating the Need to Expansion in Local Charging Infrastructures

Springer: Geographical Information Systems Theory, Applications and Management

2023

Achievements

Published AI Research Backed by European Energy & Infrastructure Initiatives

Co-authored and published applied AI research accepted at GISTAM and Springer. The work focused on electric vehicle infrastructure optimization and was built under the EU’s ERA-Net Smart Energy Systems Initiative.

Trusted Advisor to Startups, Researchers, and Enterprise Teams

Provided strategic AI consulting and technical execution for startups, academic labs, and industry teams. Advised on applied AI strategy, built functional prototypes, and accelerated product roadmaps during critical development phases.

Recognized Among Germany's AI Elite

Chosen for one of the world's first cohorts of B.Sc. Artificial Intelligence students at a top applied research university in Germany.

Deployed Production-Grade AI Systems at Industry Level

Engineered and deployed high-impact AI and software systems that are now running in production across the biotech, infrastructure, and automation sectors, laying the technical foundation for platforms valued in the 6-figure and 7-figure range.

Contact

Email

contact@stephankaras.com

Location

Munich, Germany

Connect

LinkedIn
More About Me

Send a Message

If you represent a company, organization, or idea looking to harness AI to solve real-world problems or unlock new opportunities, let's discuss how we can build something extraordinary together.