Experience

Work Experience

Smiley face image   Head of Advanced Analytics
  Grupo Security
  2023 – Present

Lead the development and implementation of algorithms (Tech Department):

  • Prospects: Strategies and customer acquisition in life insurance.
  • Analyzed former clients to improve retention in life insurance.
  • Successful implementation of a life insurance fraud detection model.
  • Managed efficient handling of redemptions and transfers of Mutual Funds.
  • Contributed to the formulation and development of policies related to Artificial Intelligence (AI).

Smiley face image   Senior Data Scientist
  Walmart Chile
  2021 – 2023

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 different Data Science profiles.

Smiley face image   Senior Data Scientist
  Banco Itaú
  2020 – 2021

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 different Data Science profiles.

Smiley face image   Data Scientist
  Cencosud S.A.
  2019 - 2020

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.

Smiley face image   Data Scientist
  U-Planner
  2018 – 2019

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).

Smiley face image   Data Scientist
  IConstruye
  2018 – 2019

Main developer of text classification algorithm over purchase orders (construction area) applied techniques of Natural Language Processing.

Smiley face image   Researcher
  PUCV
  2017 – 2018

Researcher in charge of the following projects:

  • University retention about construction engineering students.
  • Spatial-statistics study for 3D Kriging about laboratory tests for tailings.

Smiley face image   Data Scientist
  U-Planner
  2016 – 2017

Internship: 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.


Teaching Experience

Smiley face image   UTFSM
  Valparaiso, Chile.
  2012 - 2024

  • Co-Adviser. Juan Briceño. Prediction and classification of course of a bank benefit.
  • Lecturer. Algebra, Calculus and Applied Mathematics ( Introduction to Machine Learning).
  • 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.

Smiley face image   MADSc
  Valparaiso, Chile.
  2023-2024

  • Lecturer. Python Introduction.
  • Coordination. Supporting in the organization (courses, website, events).

Smiley face image   DUOC UC
  Santiago, Chile.
  2022-2023

  • Lecturer. Deep Learning Introduction.
  • Specialist. Committee tasked with planning, designing, and creating new study programs for Computer Science Department.

Smiley face image   TripleTen
  Bootcamp, Online.
  2022-2023

  • Tutor. Data Science Teacher.

Smiley face image   Coding Dojo
  Bootcamp, Online.
  2022-2023

  • Instructor. Data Science Teacher.