Citrine Informatics -Implementation of MLOps Platform and Infusion of New Scala Developers

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Client
Citrine
Time
2019 – 2021
Services
Infrastructure, MLOps
Technologies
Scala, Python, AWS
a laptop on a desk

Client

Citrine Informatics, an industry leader in the innovative field of materials informatics, leverages artificial intelligence operations to transform chemical development. Operating on a smart data infrastructure, Citrine Informatics embeds AI to ensure optimum productivity in their operations.

Citrine Informatics is a multifaceted enterprise with external research departments that collaborate with academia, industry, and national labs. Their projects span across diverse material classes and work with a range of collaborators. Continually advancing the frontier of materials informatics, Citrine drives the exploration of new material candidates through their unique expertise.

The Challenge

Their primary challenge lay in enhancing their materials informatics platform’s efficiency by integrating a streamlined Machine Learning Operations (MLOps) platform tailored to the specific needs of data scientists. Additionally, they were looking to supplement their team with expert Scala developers.

Scope of work

To overcome their challenges, our tasks comprised primarily of:

  • Implementation of an efficient MLOps platform oriented to data scientists
  • Provisioning of proficient Scala developers to their team

We started by establishing an MLOps platform, facilitating streamlined operations for data scientists and enabling scalable data notebook deployment and versioning. Deploying our best Scala developers, we ensured a seamless integration with their existing team while driving innovative solutions in their domain.

Results: Our endeavors resulted in a robust MLOps platform that greatly improved the efficiency of Citrine’s data scientists. Additionally, the Scala developers we provided made significant contributions to fortifying the expertise of their team.

Conclusion

In summary, we at Iterators take immense pride in partnering with Citrine Informatics, contributing to their journey to revolutionize materials informatics. Our experience stands testament to our ability to deliver tailored solutions to businesses, driving their growth while providing top-notch expertise. We look forward to further collaborations, contributing our bit in transforming chemical development through smart data infrastructure and AI.

Jacek and his team did terrific work for us. They were able to bridge time zones with proactive communication and deliver on both integrated infrastructure and stand-alone prototype projects. I strongly recommend this team.
Citrine Informatics logo
Sean Paradiso
VP Platform Engineering, Citrine Informatics

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