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Machine Learning

Scaling AI Visual Search

Scaling AI Visual Search

Asset Management Data Science Distributed Systems Event Sourcing Industry Machine Learning Open Source System Integration
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Merlin Accelerated Intelligence (AI)

Merlin Accelerated Intelligence (AI)

Industry Machine Learning
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Bot with Plan

Bot with Plan

Machine Learning Open Source
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Enhancing Internet Search with RAG

Enhancing Internet Search with RAG

Machine Learning Open Source
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Perceiver IO

Perceiver IO

Machine Learning Open Source
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Super-Resolution

Super-Resolution

Machine Learning Open Source
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Bayesian Machine Learning

Bayesian Machine Learning

Machine Learning Open Source
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Content filtering with ML

Content filtering with ML

Industry Machine Learning
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Asset Management Data Science Distributed Systems Event Sourcing Industry Machine Learning Open Source System Integration

Scaling AI Visual Search

We developed a cloud-native, event-driven platform to scale Canto’s AI Visual Search to thousands of customers. Our solution supports large-scale processing of customer assets…

  • Client

    Canto

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Industry Machine Learning
June 3, 2020

Merlin Accelerated Intelligence (AI)

We developed the Merlin Accelerated Intelligence (AI) Suite, a comprehensive set of AI-powered tools for enhancing the MerlinOne digital asset management. The Merlin AI…

  • Client

    MerlinOne

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Machine Learning Open Source
June 3, 2020

Bot with Plan

In the bot-with-plan project we developed an experimental approach to enhance the capabilities of ReAct-style LLM agents, particularly focusing on improving the performance of…

  • Project

    Open Source

  • Technologies

    PyTorch, HuggingFace, llama.cpp

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Machine Learning Open Source
June 3, 2020

Enhancing Internet Search with RAG

We built an internet search tool based on Retrieval-Augmented Generation (RAG) to answer natural language questions by searching the internet for relevant information and…

  • Project

    Open Source

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Machine Learning Open Source
June 3, 2020

Perceiver IO

We have built the perceiver-io library, a modular implementation of the Perceiver family of model architectures (Perceiver, Perceiver IO, and Perceiver AR) in PyTorch. Our library…

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Machine Learning Open Source
June 3, 2020

Super-Resolution

In this project we provide an implementation for single image super-resolution, a process that is able to recover high-resolution images from low-resolution inputs as…

  • Strategy

    Brand Strategy, UX Strategy

  • Design

    UI/UX Design, Art Direction

  • Client

    Envato

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Machine Learning Open Source
June 3, 2020

Bayesian Machine Learning

This is a comprehensive collection of notebooks about Bayesian methods for machine learning, like Bayesian regression, Gaussian processes, Bayesian optimization or variational inference in…

  • Project

    Open Source

  • GitHub Stars

    1.8k

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Industry Machine Learning
June 3, 2020

Content filtering with ML

We enhanced cyan Security’s child protection and content filtering products by incorporating deep learning models. Our work involved training deep learning computer vision models…

  • Client

    cyan Security Group GmbH

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