Craig Macartney
AVP - AI & ML Platform Product Lead
England, United Kingdom
Summary
👤
Senior🎓
Top SchoolCraig Macartney is an AI and ML platform leader with eight years’ experience building scalable production ML systems and experimentation frameworks for millions of users, now leading enterprise AI capability as AVP at Sutherland. He progressed from academic research—publishing state-of-the-art work on Wave-U-Net for speech enhancement—to operationalising models at Sky using tools like GCP/Vertex, Kubeflow, Airflow, TensorFlow, and Spark. Comfortable spanning research, product ownership and engineering, he brings a rare blend of deep learning expertise in audio processing and hands-on platform delivery. His background in music technology and accountancy informs a pragmatic, multidisciplinary approach to productising complex ML workflows.
8 years of coding experience
1 year of employment as a software developer
Junior Academy Programme, Music, Junior Academy Programme, Music at Royal Scottish Academy of Music and DramaGeorge Watson's CollegeMSc, Data Science, MSc, Data Science at City St George’s, University of LondonBachelor of Accountancy (BAcc) (ICAS-Accredited), Accounting and Finance, Bachelor of Accountancy (BAcc) (ICAS-Accredited), Accounting and Finance at University of GlasgowMaster of Music (MMus), Studio Composition (Music Technology), Master of Music (MMus), Studio Composition (Music Technology) at Goldsmiths, University of London
French, English
Github Skills (13)
wave10
spectrogram10
source-separation10
noise-reduction10
denoising10
speech9
pitch9
audio9
speech-synthesis8
architecture8
speech-recognition7
speech-enhancement7
neural-network5
Programming languages (1)
Github contributions (5)
craigmacartney/Wave-U-Net-For-Speech-Enhancement
Nov 2018 - Mar 2021
Improved speech enhancement with the Wave-U-Net, a deep convolutional neural network architecture for audio source separation, implemented for the task of speech enhancement in the time-domain.
Contributions:6 commits, 3 PRs, 4 pushes in 2 years 3 months
improvedspectrogramspeech-recognitionnetwork-architectureu-net
craigmacartney/Spark-RDD-Programming-Exercise---NLTK-and-TF.IDF
Nov 2018 - Nov 2018
Contributions:11 commits, 10 pushes, 1 branch in 19 days
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