Turning Data

 into Knowledge

DisCover your AI potential

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We are your partner for Machine Learning & Data Science projects
We develop tools that help you understand your data
We connect your Domain Knowledge with Algorithms

Statistical & Machine Learning

We are experts in the design and application of algorithms from the fields of artificial intelligence & statistical and machine learning. Whether it's using cutting-edge algorithms from machine learning (e.g., deep Bayesian Neural Networks) and natural language processing (e.g., GPT-3 and topic modelling), or performing statistical tests and running regressions to identify the key factors in your domain, we are experienced in understanding and applying these algorithms to any challenge.

Explanation and Interpretation

Our work is complete when you are able to use the models and interpret the results correctly. This is a complex task because, on the one hand, machine learning algorithms can be a black box for non-experts. On the other hand, the algorithms are less useful if domain-specific knowledge is not incorporated when the algorithms are created. Algonaut addresses this challenge by combining your organization's domain expertise with the power of the algorithms, first at a practical level by trying to understand how the data provided is generated and what assumptions or biases underlie its generation. Second, at the theoretical level, by using Bayesian reasoning to incorporate the expertise gained directly into the algorithms. This enables better results and easier communication and interpretation of the algorithms.

Validation, Implementation and Monitoring

Successful data science projects need to be well implemented, validated with new data insights and monitored. Algonaut has a wide range of tools to achieve this goal and the delivered products can vary depending on your specific needs. The toolset ranges from data analysis using dashboards to machine learning models integrated directly into your software.

Data

Algonaut is an expert in handling various data sources. Whether your data are images for computer vision projects or numerical data for predictive algorithms or text data for natural language processing, whether the data is structured or unstructured as in the case of Big Data, Algonaut's team knows the specifics of each data source and is therefore a true data expert.

Services

Data Infrastructure

We support you in planning and implementing cloud or on-premise architectures for efficient data storage and processing.

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Data Analytics

We transform your data into information and insights, helping you make better decisions.

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Machine Learning Automation

Boost your current processes by using latest Machine Learning methods and technologies for data processing.

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Potential Analysis

Within a very short time, we evaluate your data potential and identify possible use cases up to the first prototype.

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Why choose 

us

Our job is not done until you are able to understand our implemented models and interpret the results. Algonaut addresses this challenge by combining your organization's expertise with the power of algorithms. With our expertise in Bayesian reasoning, we aim to achieve better results while enabling easier communication and interpretation of algorithms.
With our strong academic background, we are experts in developing and applying algorithms from artificial intelligence, statistics, and machine learning. Whether it's using cutting-edge machine learning algorithms (e.g. deep Bayesian neural networks) , natural language processing (e.g. GPT-3 and topic modeling), or statistical testing and regression to identify key factors in your field. We are experienced in applying these algorithms to any challenge.
Extracting knowledge is an extremely dynamic process that must be adapted with new findings. Therefore, successful data science projects need to be well implemented, validated and monitored. With our wide range of tools, we achieve this goal by delivering products tailored to your specific needs.
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WE KNOW DATA
Whether you want to work with images or numerical data, whether your data is structured or unstructured, whether it is Big or Small Data. We know data. And we understand that the digital transformation process can sometimes be messy, leading to heterogeneous data sources. We are here to help you and show you ways to a sustainable data strategy.
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COMMITMENT
Since Data Science is our passion, you can expect a dedicated partner who honestly wants to find the best way to turn your data into better business decisions. In doing so, we always try to find long-term solutions and strive for a lasting partnership with you.

The Algonauts


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Fabrizio Kuruc

Fabrizio Kuruc is an experienced machine learning engineer and software developer. His interests lie in process automation, deployment of machine learning models and UX design to provide intuitive and functional software for our clients.

Jana Kleinemeier

Jana Kleinemeier is an expert in the emerging field of Bayesian Machine Learning (ML) and in particular Variational Inference. At Algonaut, she is responsible for the development of ML algorithms and ensures that the company keeps its finger on the pulse.

Jost von Petersdorff-Campen

Jost von Petersdorff-Campen is a Data Scientist and an expert for statistics and machine learning. At Algonaut, Jost is responsible for the successful implementation of the projects and thus guarantees the satisfaction of our customers.

Maximilian Kricke

Maximilian Kricke is a statistician and expert in Natural Language Processing. He combines strong programming skills with the ability to visualise results in an impressive and insightful way. At Algonaut, Maximilian is responsible for making Algonaut's service innovative and efficient.

Dominik Galm

Dominik Galm is responsible for commercial and sales at Algonaut. With his management background and strong organisational skills, he optimises all processes around business development. Through years of professional experience in the German Bundestag, Dominik has developed unvaluable communication skills.

Marian

Marian joined Algonaut in April 2022 and has been an important part of the team ever since. With a background in HCI and neuroscience, he is passionate about developing systems that put people at the centre. At Algonaut, his vision is to combine technical excellence and scientific methodology into insightful data products.

Ella

Ella joined in April 2022 and soon became core part of our team. After completing her bachelor's degree in mathematics at the TU Munich, she decided to get to know the professional environment of data science and machine learning better.

Our 

Customers

Discover your AI potential

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Join 

us!

We are hiring! We are looking for Data Scientists and Data Engineers as interns or working students. Here is the job posting. Send an email to info@algonaut.com.

Algonaut GmbH
Karl-Marx-Stra├če 1
12043 Berlin

info@algonaut.com
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