Our team has many years of experience in developing artificial intelligence systems for commercial use.
We often encountered situations where data owners were reluctant to share their data with ML developers.
And since there is nothing better than solving your own problem, we decided to explore encryption and data transformation for machine learning so that datasets remain invisible throughout the entire workflow (transmission, training, storage, quality verification, and result return).
We undertook this solution primarily because our team includes scientists and skilled practitioners - cryptographers. These are high-level specialists with proven success in working on high-load industrial systems.
Alongside experienced ML engineers, we have cryptography experts who work with a range of the most suitable methods and architectures, combining them flexibly, elegantly, and feasibly.
Mission
To provide the world with safe machine learning without compromising privacy
Vision
To develop technologies for collaborative machine learning, helping partners effectively achieve their business goals while preserving data privacy
We aim to make the possibilities of machine learning accessible to everyone, not just large companies
Value
Privacy Without Compromise
We firmly believe that data belongs to its owners. No innovation justifies the violation of privacy.
Our technologies ensure complete data protection at every stage of its use, creating a space of trust for all partners.
Value
Simplicity and Transparency
We make collaborative machine learning accessible and transparent for all partners.
Value
Partnership
We create technologies that help partners effectively achieve their business goals by leveraging each other's knowledge.
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20+ years of experience in designing architectures and implementing complex information systems. ML/AI researcher/engineer in various fields (natural language models and time series analysis, government services, image classification, object detection, face biometrics, and predictive models in medicine)
We strive for a world where everyone can harness the power of artificial intelligence without fear for the security of their data. This approach is a game-changer: it not only enhances model performance but also makes trust a cornerstone for all participants in the machine learning ecosystem. In Guardora's world, privacy and performance no longer exclude each other.
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15+ years of experience in developing cryptographic products
Imagine a world where parties (companies, researchers), even when located on opposite ends of the planet, can collaborate without risking their users' data. Guardora provides a solution for collaborative machine learning, enabling parties to maintain the privacy of their users' and clients' data. Instead of sharing data, they share the insights derived from it.
Mikhail Fatyukhin
R&D Lead / Cryptographer
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Mikhail Fatyukhin
R&D Lead / Cryptographer
10+ years of ML and information security experience
