Andrei Constantinescu

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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Top School
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.
code9 years of coding experience
job6 years of employment as a software developer
bookDoctor of Philosophy - PhD Genomic Data Science, Doctor of Philosophy - PhD Genomic Data Science at University of Bristol
languagesEnglish, German
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Github Skills (27)

computer-vision8
cli8
image-classification7
pytorch7
machine-learning7
pose-estimation7
deep-learning7
python7
object-detection7
swiftui6
wine6
r-package6
instance-segmentation5
yolov85
metal5

Programming languages (4)

RSwiftHTMLPython

Github contributions (5)

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Jekyll theme based on Freelancer Start Bootstrap theme
Contributions:25 pushes in 2 years 6 months
start-bootstrapbootswatchjekylljekyll-themebootstrap-theme
andrewcon/popgen-biobank

Mar 2021 - Dec 2021

Contributions:2 commits, 2 pushes, 1 branch in 8 months
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Andrei Constantinescu - Senior Machine Learning Engineer at Acuity Analytics