Guilherme Dinis
PHD Candidate
Stockholm County, Sweden
Summary
👤
Senior🎓
Top SchoolGuilherme Dinis is a PhD candidate and Senior Machine Learning Engineer based in Stockholm with 12 years of experience building ML-driven products and distributed systems. He combines formal training in data science with hands-on experience at Spotify, where he progressed from thesis work on churn prediction to developing and deploying large-scale ML solutions. His background spans recommender systems, search and information retrieval, HPC grid administration, and production ML engineering—reflecting a rare blend of research rigor and production-first mindset. Guilherme has led small engineering teams and architected SaaS recommender platforms, while his academic work keeps him engaged with cutting-edge methods in ML and distributed computing. Colleagues would note his innate curiosity and habit of connecting research insights to pragmatic system design, often surfacing non-obvious optimization opportunities in data pipelines.
12 years of coding experience
6 years of employment as a software developer
Masters of Data Science, Computer Science, Masters of Data Science, Computer Science at KTH Royal Institute of TechnologyInformation & Communication Technologies, Software Engineering, Information & Communication Technologies, Software Engineering at Universiti Teknologi PetronasMasters of Data Science, Computer Science, Masters of Data Science, Computer Science at Universidad Politécnica de Madrid
English, Portuguese, Spanish
Github Skills (84)
parallel10
dataflow10
python10
hyperparameter-optimization10
deep-learning10
automl10
google-cloud10
ray10
streaming10
optimization10
llm-inference10
api10
batch10
data-science10
reinforcement-learning10
Programming languages (8)
Github contributions (5)
guidj/temperature-read
Jan 2014 - Sep 2017
Contributions:17 commits, 4 pushes, 1 branch in 3 years 8 months
guidj/covid19
Mar 2020 - Dec 2023
Contributions:20 PRs, 68 pushes, 12 branches in 3 years 10 months
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