Definition von Vertrauen in KI-Systeme

Calvin Risk entwickelt die Assurance-Ebene für Unternehmens-KI und unterstützt Organisationen dabei, KI-Systeme im laufenden Betrieb zu verstehen, zu messen und zu steuern.

MISSION

KI wird sich nur durchsetzen, wenn sie vertrauenswürdig ist

KI entwickelt sich branchenübergreifend zu einer Basistechnologie. Dennoch fehlt den meisten Unternehmen ein zuverlässiger Weg, um das Verhalten dieser Systeme zu verstehen, die Entwicklung von Risiken im Zeitverlauf zu verfolgen und Entscheidungen nachvollziehbar zu begründen.

Herkömmliche Ansätze (statische Tests, fragmentierte Governance, manuelle Prozesse) wurden nicht für Systeme entwickelt, die sich kontinuierlich verändern.

Wir sind der Überzeugung, dass KI-Systemen nicht blind vertraut werden kann. Sie müssen messbar, steuerbar und prüfbar gemacht werden. Calvin Risk existiert, um zu definieren und umzusetzen, wie dies erreicht wird.

Forschung & Anwendung

An der Schnittstelle von Forschung und praktischer Anwendung entwickelt

Calvin Risk ist ein Spin-off der ETH Zürich und verbindet Finanzdienstleistungen und andere Branchen, um zu etablieren, wie KI-Systeme zuverlässig in der Produktion betrieben werden können.

Wir arbeiten mit führenden Unternehmen aus der Versicherungs- und Finanzbranche sowie anderen Sektoren zusammen, um zu etablieren, wie KI-Systeme zuverlässig in Produktionsumgebungen betrieben werden können. Unsere Partner und Investoren unterstützen uns dabei, einen neuen Standard für die KI-Absicherung zu setzen.

Partner
DAS TEAM

Ein Team mit dem Fokus auf die Steuerbarkeit von KI-Systemen

Unser Team vereint Fachwissen aus den Bereichen maschinelles Lernen, Softwareentwicklung und Risikomanagement – und schlägt damit die Brücke zwischen der Entwicklung von KI-Systemen und ihrem Verhalten in der Praxis.

Dr. Aiko Yamashita

Director, Business Development

Hi there👋 I am Aiko, Director of Customer Success. I have a PhD in experimental software engineering from Oslo University and have been working for 20 years in software and analytics projects as a developer, researcher, data scientist and product owner within a wide range of domains, from healthcare, logistics, to banking. I enjoy working on transformative initiatives involving AI/Data Governance, and on leveraging technologies for pushing forward a more resilient economy and planet. I am also a Board member of the largest University of Norway - NTNU. In my free time, I love cooking, enjoying nature (hiking, swimming, skiing), and watching international movies.

Shijing Cai

AI Researcher

Hi there👋 I joined Calvin Risk as an AI researcher. I have a solid educational background in quantitative finance. During the past years, I have worked at international financial institution, investment management company, and university, where I developed my quantitative analysis skills and gained AI research experience. In the era of artificial intelligence, I am excited to apply these innovative tools together with domain-specific knowledge on solving business problems. In my spare time, I enjoy hiking and immersing myself in nature, doing yoga or workouts at the gym to keep fit, and strolling in cities to discover interesting shops.

Stefan Kokov

Lead Engineer

Hi there👋 I am an AI researcher and software engineer at Calvin Risk. My educational background is in Artificial Intelligence, Computer Science, and Mathematics and I hold a master’s degree from the University of York. I have four years of experience in the research and development of AI systems for the insurance industry. Throughout this time, I have worked on many projects in machine learning, computer vision, and NLP and have gained valuable insight into every step of the development cycle. I am passionate about AI research and innovation and strongly believe in trustworthy, interpretable, and data-centric AI. Outside work, I enjoy traveling to the country side and abroad, playing boardgames, and working on my next DIY home automation project.

Justus Susewind

Head of Business Development

Hi there👋 I am Head of Business Development at Calvin Risk. I have spent my career scaling sustainable innovations. I took a Fraunhofer technology from first contact to signed contract, built sales teams from zero, and worked on public-private partnerships, where innovation has to win over regulators as well as customers. What drew me to Calvin Risk is a simple conviction: AI only creates value when companies can rely on it. Calvin Risk makes that measurable, combining scientific depth from ETH Zurich with a clear focus on real-world impact. Aside from helping organizations build AI they can trust, I love spending time on the tennis court, discovering new music, and connecting with people who turn research into real solutions!

Todor Mihov

LLM Software Engineer

Hi there👋 I joined Calvin Risk as an AI Software Engineer, with focus on the exciting field of Large Language Models. My educational background involves multiple disciplines from business and economics to machine learning and big data modeling. My experinece in tech and financial institutions allowed me to gather invaluable insights about the data cycle specifics in those fields and my passion for AI helps me leverage this knowledge into building modern algorhitmic solutions. Outside of tinkering with the newest model in town, in my free time i enjoy hiking, playing tennis, spending quality time with friends or just diving in the economics and technology news!

Advije Rizvani

AI Research Engineer

Hi there👋 I am an AI Research Engineer at Calvin Risk. Over the past few years, my work and research have combined AI, security, and finance, with a focus on the security and reliability of AI-driven algorithmic trading systems. I have a background in Software Engineering, Business Informatics, and Information Systems, and I am currently finishing my PhD on the security of AI in finance. Outside of work, I love traveling and discovering new places, cultures, and people. I also enjoy reading, hiking, swimming, spending time with friends, watching a good movie, and getting lost in a good story-driven game. I’m naturally curious and always enjoy learning something new. 😊

Strahinja Demic

Senior AI Engineer

Hi there! 👋 I’m a Senior AI Engineer at Calvin Risk, with a background in software development and a Master’s in Business Intelligence and Machine Learning. I enjoy exploring new ideas in AI and turning them into things that actually work in the real world. I’m naturally curious, whether that means digging into new AI research, building software or figuring out a complex problem. Outside of work, I spend most of my time with my family, but when I get the chance, you’ll find me skydiving, scuba diving, doing some woodworking or mechanics, or going down a rabbit hole in philosophy and history.

Vuk Ivanović

Frontend Engineer

Hi there👋 I'm a frontend developer who genuinely enjoys turning ideas into interfaces people actually like using. I like getting into the details that most people don't notice, like small animations, spacing, and making sure things feel right, not just look right. I love seeing the product idea come to life. Outside of work, I'm big into driving and love watching car review videos. I train kickboxing a few times a week to stay active and clear my head. Always down for good food.

Dr. Mario Könz

DevOps Support

Hello! 👋 I'm a DevOps Engineer at Calvin Risk with a passion for optimizing and automating complex workflows. With a strong technical background in cloud infrastructure and system administration, I thrive on creating scalable, efficient solutions. My expertise lies in managing CI/CD pipelines, containerization, and deploying applications with minimal downtime. When I'm not at work, you can find me experimenting with the latest tech trends, keeping up with the cloud computing landscape, or tinkering with new tools. I also enjoy staying active, whether it's hiking, cycling, or training for a marathon.

KARRIERE

Gestalten Sie mit uns die Zukunft der KI-Kontrolle

Wir entwickeln die Infrastruktur und Methodik, die bestimmen wird, wie KI-Systeme getestet, bewertet und reguliert werden. Wenn Sie an der Schnittstelle von KI, Systemen und realen Auswirkungen arbeiten, würden wir uns freuen, von Ihnen zu hören.

Dont see your role listed? If our mission interests you and fits your skillset, we still want to hear from you. Just send us an e-mail with your CV attached.

Bereit, Ihre KI-Systeme abzusichern? Verstehen Sie das Verhalten Ihrer Systeme und machen Sie diese von Grund auf vertrauenswürdig.

Daten & Analytik

Systeme entwickeln, die zuverlässig funktionieren

Risiko & Compliance

Kontinuierliche und nachvollziehbare Aufsicht etablieren

Führungskräfte

KI ohne versteckte Risiken skalieren