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AI & Machine Learning

AI and Machine Learning

Harness the power of AI to accelerate research

In recognition of the crucial importance and transformative potential of AI/ML applications within the life sciences, MetaCell is fully equipped to undertake end-to-end projects to assist your team.

Talk to Our Team
THE IMPACT OF AI

AI will transform all domains of life sciences. From research
and early discovery, to clinical development, operations, commercial, and medical affairs.

Data architecture

AI cannot deliver results unless a proper data architecture is in place. We'll help you introduce a multi-pronged approach to create a data infrastructure that can run internal and external data sets.

Data quality assessment

MetaCell assists your organization in assessing the availability of sufficient data for implementing complex AI projects, and provides guidance on integrating them seamlessly with existing analytical models.

Digital transformation

We can support your organization's digital transformation beyond the technical aspects of AI/ML, and help you promote adoption and impact for effective change management.

Get results

Prioritize only the use cases and applications that make sense for your research and business goals. We'll help you create a strategic roadmap to optimize the overall impact and the time to impact.

How does it work?

  • In the initial consultation phase, you share the data sets that need to be worked on – or very similar sample data.

  • We work on a fixed capacity basis, showing you the results every one or two weeks.

What are the deliverables?

  • We define the deliverables together at the beginning of the project. Often the scripts written to process data are a core deliverable.

  • Also a report of our findings is a typical deliverable.

Our consulting projects range from 1 to 4 months, while a project that combines consulting with software engineering lasts 3-9 months.

Picture of a developer working on their computer.
MACHINE LEARNING

Close the loop with machine learning modeling of your data, and get results in the most informative way.

Powerful machine learning platforms are now available on the cloud for creating models of real-world data. Taking advantage of these platforms requires technical expertise beyond simple data science work, as well as relying on the right cloud infrastructure.

We understand

We have PhDs in machine learning and life science who will help you understand what you are trying to achieve with your data, and the output you are looking for.

We set up

Our cloud infrastructure engineers can help connect large data sets to machine learning platforms such as TensorFlow or PyTorch.

We close the loop

Together, we can assist you to close the loop with your data and machine learning modeling of your data, as well as presenting the results back to you in the most informative way.

How does it work?

  • We understand the requirements of your machine learning project and help to propose the most appropriate flavour of machine learning given your data domain.

  • We set up the appropriate machine learning platform and connect your data to this platform.

  • We can help you run the models themselves and engage you in ongoing data science work to extract the most value from your data.

What are the deliverables?

  • Typically a final report of the outcomes, source code for the cloud environment we set up, and scripts that show the data science work that was required to set up the data and run the training steps.

Let's talk

Book a free consultation.

MetaCell is a life science-focused software company composed of scientists and software engineers with deep domain expertise in computational neuroscience, molecular biology, data science, and enterprise-grade online software development.

Our solutions have been trusted for over a decade by some of the world's largest pharmaceutical companies and leading universities. Discover what MetaCell can do for you by booking a free consultation today.
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