Carlos Aguilar
Senior Principal Data Scientist
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolCarlos Aguilar is a Senior Principal Data Scientist based in London with 10 years of experience building production-ready ML and signal-processing solutions for large, multicultural organizations. He has led end-to-end predictive modelling and automated forecasting projects at Tesco and progressed to principal and senior principal roles at EF Education First, combining Matlab, Python, C++ and SQL expertise to ship robust algorithms under tight timelines. Carlos holds a PhD in Interpretable Machine Learning and applies that research mindset to make complex models actionable and transparent for stakeholders. Comfortable both in R&D and production settings, he has a track record of translating signal-processing intuition into scalable ML systems and communicating results clearly across technical and non-technical audiences. An underappreciated strength is his cross-domain fluency—from biomedical imaging research to retail forecasting—which helps him find novel data-driven leverage points.
10 years of coding experience
8 years of employment as a software developer
Master’s Degree, Physics, Master’s Degree, Physics at Master’s in Physics And MathematicsDoctor of Philosophy - PhD, Interpretable Machine Learning, 10/10, Doctor of Philosophy - PhD, Interpretable Machine Learning, 10/10 at Universidad Rey Juan Carlos
Spanish, English
Github Skills (28)
regression-algorithms9
speech-to-text9
whisper9
gmm9
forecast9
prediction8
inference8
feature-selection8
openai7
machine-learning7
naive-bayes7
probabilistic7
transformer7
speech-recognition7
cpp7
Programming languages (4)
Github contributions (5)
CarlitosDev/nextDoor
Feb 2019 - Oct 2022
Next Door neighbours Python implementation
Contributions:9 commits, 2 PRs, 13 pushes in 3 years 8 months
pythonpython-implementationneighboursforecastdoor
CarlitosDev/contrastiveExplanation
Nov 2019 - Nov 2020
Implicit contrastive explanations in GBDT regressors
Contributions:13 commits, 2 PRs, 12 pushes in 1 year 1 month
explanationsgbdtimplicitcontrastive
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.