Senior Machine Learning Engineer at Acuity Analytics
Bristol, England, United Kingdom
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Summary
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Senior
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Andrei Constantinescu is a Senior Machine Learning Engineer with nine years of experience building and integrating production-grade ML and MLOps solutions across academia and industry. He holds a PhD in Genomic Data Science from the University of Bristol and has translated complex biomedical research into deployable analytics during roles at Oxford, Bristol, and Wellcome Trust–backed projects. Andrei has moved between research and consultancy, delivering ML science at Frazer-Nash and Arthur D. Little before joining Acuity Analytics through Ascent’s acquisition, demonstrating an ability to take models from prototype to enterprise scale. His background in genetic epidemiology and time spent in high-throughput academic environments give him a distinctive edge in robust, reproducible pipelines for sensitive data. Based in Bristol, he combines deep domain knowledge with practical MLOps instincts, often bridging the gap between novel research and operational delivery.
9 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Genomic Data Science, Doctor of Philosophy - PhD Genomic Data Science at University of Bristol
Contributions:2 commits, 2 pushes, 1 branch in 8 months
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Andrei Constantinescu - Senior Machine Learning Engineer at Acuity Analytics