William Wilkinson
Head Of ML Modelling at Solvo.ai
United Kingdom
Summary
👤
Senior🎓
Top SchoolWilliam Wilkinson is a Head of ML Modelling and senior machine learning researcher with a decade of experience building probabilistic models and signal-processing solutions for spatio-temporal data. He combines academic depth—PhD in Computer Science and a postdoc at Aalto—with hands-on industry impact across startups and research organisations, including The Alan Turing Institute and Invenia Labs. Skilled at taking Bayesian and probabilistic methods from research into production, he has led modelling teams at Solvo.ai after hands-on engineering roles. His background in digital music processing and mathematics gives him unusual expertise in temporal signal structure that informs practical forecasting and anomaly-detection systems. Colleagues describe him as a research-minded engineer who bridges theory and product delivery, comfortable moving between prototype R&D and deployed pipelines. Based in the UK, he brings a track record of shipping probabilistic ML solutions in commercial and research settings.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BSc Mathematics, Bachelor of Science - BSc Mathematics at University of BathDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Queen Mary University of London
Github Skills (55)
approximate10
signal-processing10
kalman-smoother10
gaussian-processes10
smoothing10
stochastic-processes10
gaussian10
particle-filter10
markov10
kalman10
machine-learning9
probabilistic-models9
bayesian9
bayesian-inference9
factorization8
Programming languages (8)
Github contributions (5)
AaltoML/kalman-jax
Apr 2020 - Nov 2021
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
Contributions:3 reviews, 41 commits, 1 PR in 1 year 7 months
smoothingapproximate-bayesian-inferenceparticle-filtergaussiansignal-processing
wil-j-wil/audio_lfm
Feb 2018 - May 2018
Contributions:6 commits, 4 pushes, 1 branch in 2 months
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