Associate lecturer at Universidad Santa María (USM) and senior data scientist at Walmart (Chile).
Contact Francisco regarding:
work
Full-time jobs
Starting at
USD100K/year
Timeline
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Education
Résumé
Jobs
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Senior data scientist
Walmart
Jan 2021 - Current(4 years 5 months)
- Design and implementation of several machine learning algorithms within the Walmart Commercial Department.
- Demand estimation forecasts for supermarkets.
- Analysis and recommendation of products on promotion.
- Lead career development plan for diferent data science profiles.
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Senior data scientist
Banco Itaú
Dec 2020 - Nov 2021(1 year)
- Design and implementation of several machine learning algorithms within the analytics department.
- Implementation of the winning solution of the data science challenge (Itau Bank).
- Risk score modelling (ITAU and Rappi alliance project).
- Lead career development plan for diferent data science profiles.
Data scientist
Cencosud S.A.
May 2019 - Dec 2020(1 year 8 months)
- Design and implementation of several machine learning algorithms within the cencosud's advanced analytics department.
- Demand estimation forecasts for supermarkets and home improvement stores.
- Optimization modelling to find the best assignments of shifts of store workers taking into account several features like demand forecast, labour-legal constraints and each worker availability.
- Models of Storage Assignment with congestion to improve picker travel times within the distribution centers.
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Data scientist
u-planner
Jul 2018 - Apr 2019(10 months)
- Main developer of all the algorithms with a strong analytical foundation of the company.
- Diagnostic of the academic programming.
- Allocation of university infrastructure.
- Analysis university programs (Latin America).
Data scientist
iConstruye
Apr 2018 - Feb 2019(11 months)
- Main developer of text classification algorithm over purchase orders (construction area) applied techniques of natural language processing.
P
Researcher
Pontificia Universidad Católica de Valparaíso
Sep 2017 - Dec 2018(1 year 4 months)
- University retention about construction engineering students.
- Spatial-statistics study for 3D Kriging about laboratory tests for tailings.
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Data scientist - Internship
u-planner
Dec 2016 - Mar 2017(4 months)
- Main developer of all the algorithms with a strong analytical foundation of the company.
- Study plans design and optimization.
- University retention.
- Allocation of university infrastructure.
Co-Adviser
Universidad Técnica Federico Santa María
Jan 2012 - Jan 2022(10 years 1 month)
- Lecturer. algebra, calculus and applied mathematics.
- Support teacher. Design the material related to the exercises, quizzes and tests of the algebra and calculus courses.
- Course Assistant. Algebra, Calculus, Statistical Inference, Regression Analysis, Time Series, Statistical Methods, Real Analysis.