Sotabase

Career

· Lead, Machine Learning Engineering, Bain & Company (Current)2024–
· Senior Software Engineer, Machine Learning, Bain & Company2022–2022
· Senior Machine Learning Engineer, Spike2021–2022
· Machine Learning Engineer, Spike2020–2021
· Senior Data Scientist, TeamCore Solutions2019–2020
· Data Scientist, Freelance2017–2017
· Adjunct Professor, Pontificia Universidad Católica de Chile2017–2017
· Course Lecturer, Pontificia Universidad Católica de Chile2017–2019
· Software Engineer, Radar Escolar2017–2019
· Software Engineering Intern, R:Solver2016–2016
· Enginering Consultant And Co-Founder, Kunlabora2013–2015
· Teaching Assistant, Pontificia Universidad Católica de Chile2012–2015
· Master’s Degree Computer Science, Pontificia Universidad Católica de Chil

Publications (52)

Revised Simulations of the Planetary Nebulae Luminosity Function
Astrophysical Journal · 2019
13
cited
Blowing Out the Candle: How to Quench Galaxies at High Redshift—An Ensemble of Rapid Starbursts, AGN Feedback, and Environment
Astrophysical Journal · 2023
11
cited
A stream come true: Connecting tidal tails, shells, streams, and planes with galaxy kinematics and formation history
Astronomy & Astrophysics · 2022
6
cited
The GECKOS survey: Identifying kinematic sub-structures in edge-on galaxies
Astronomy & Astrophysics · 2024
6
cited
The MAGPI Survey: impact of environment on the total internal mass distribution of galaxies in the last 5 Gyr
Monthly notices of the Royal Astronomical Society · 2023
5
cited
Globular cluster numbers in dark matter haloes in a dual formation scenario: an empirical model within emerge
2020
4
cited
The MAGPI Survey: Evolution of radial trends in star formation activity across cosmic time
2024
4
cited
The SAMI Galaxy Survey: Using Tidal Streams and Shells to Trace the Dynamical Evolution of Massive Galaxies
Monthly notices of the Royal Astronomical Society · 2024
4
cited
A new class of dark matter-free dwarf galaxies?. I. Clues from FCC 224, NGC 1052-DF2, and NGC 1052-DF4
Astronomy & Astrophysics · 2025
3
cited
Evolution in the orbital structure of quiescent galaxies from MAGPI, LEGA-C, and SAMI surveys: direct evidence for merger-driven growth over the last 7 Gyr
Monthly notices of the Royal Astronomical Society · 2023
3
cited
The MAGPI survey: Effects of spiral arms on different tracers of the interstellar medium and stellar populations at z ∼ 0.3
Monthly notices of the Royal Astronomical Society · 2023
3
cited
Galaxy archaeology for wet mergers: Globular cluster age distributions in the Milky Way and nearby galaxies
Astronomy & Astrophysics · 2023
2
cited
Galaxy shapes in Magneticum. I. Connecting stellar and dark matter shapes to dynamical and morphological galaxy properties and the large-scale structure
Astronomy & Astrophysics · 2024
2
cited
Sensitivity of halo shape measurements
Astronomy & Astrophysics · 2022
2
cited
Shapes of dark matter haloes with discrete globular cluster dynamics: The example of NGC 5128 (Centaurus A)
Astronomy & Astrophysics · 2024
2
cited
The MAGPI survey: The interdependence of the mass, star formation rate, and metallicity in galaxies at z~0.3
Astronomy & Astrophysics · 2024
2
cited
The PICS Project. I. The impact of metallicity and helium abundance on the bright end of the planetary nebula luminosity function
Astronomy & Astrophysics · 2025
2
cited
Different higher order kinematics between star-forming and quiescent galaxies based on the SAMI, MAGPI, and LEGA-C surveys
Monthly notices of the Royal Astronomical Society · 2023
1
cited
Encyclopedia Magneticum: Scaling Relations from Cosmic Dawn to Present Day
2025
1
cited
Intrinsic Shapes of Brightest Cluster Galaxies
Astrophysical Journal · 2022
1
cited
Sotabase
Lucas Valenzuela | Researcher Profile | Sotabase | Sotabase