David Mattos
Data Scientist
Greater Gothenburg Metropolitan Area Sweden
Summary
👤
Senior🎓
Top SchoolDavid Mattos is a Data Scientist with a Ph.D. in Software Engineering and 10 years of experience applying causal inference and experimentation to complex, real-world systems. At Volvo Cars he is the main data scientist for Vehicle Engineering, building over 80 data pipelines, 50+ live reports and 10 custom web apps that support more than 1,000 engineers across chassis, climate, interior and manufacturing domains. He specializes in designing scalable data architectures, large-dataset database migrations, vehicle time-series analysis tools (Python/Spark/SQL) and integrating heterogeneous sources like vehicle telematics, weather and warranty to drive quality and cost-reduction decisions. David combines applied AI/ML and rigorous statistical methods—especially structural causal models and Bayesian analysis—to enable A/B testing in embedded systems and to draw causal conclusions from observational data. He has both academic depth from WASP research on automating field experiments and hands-on product impact, with his tools used daily by over 200 colleagues. A less obvious strength is his ability to translate experimental design into production-ready analytics that bridge research, engineering and decision-making.
10 years of coding experience
1 year of employment as a software developer
Master’s Degree, Electrical and Electronics Engineering, Master’s Degree, Electrical and Electronics Engineering at Instituto Tecnológico de Aeronáutica - ITADoctor of Philosophy (Ph.D.), Computer Software Engineering, Doctor of Philosophy (Ph.D.), Computer Software Engineering at Chalmers University of Technology
English, Spanish, Portuguese, Swedish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (9)
stan9
bayesian9
julia7
cpp3
inference3
tensorflow3
bazel2
src2
catkin1
Programming languages (4)
Github contributions (5)
davidissamattos/moos-ivp-extend
Oct 2015 - Dec 2016
Contributions:49 commits, 42 pushes, 1 branch in 1 year 2 months
davidissamattos/nuvem
May 2017 - Jan 2019
Contributions:44 pushes, 1 branch in 1 year 7 months
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