J

Juan Pablo Figueroa

About

Detail

Data Scientist
Santiago Metropolitan, Chile
Contact Juan regarding: 
work
Full-time jobs
Starting at USD80k/year
Flexible work
Starting at USD50/hour

Timeline

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Job
school
Education
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Project

Résumé

Jobs verified_user 0% verified
  • S
    Lead Data Scientist/Data Science Manager
    Surprisecom
    Jan 2022 - Current (4 years 8 months)
    Currently leading a team of 3 data scientists to optimize the Surprise.com user experience and build Surprise.com's game economy. I am dedicated to transforming data-driven decision-making into a significant competitive advantage for Surprise.com, impacting everything from game design to strategic decisions. I have spearheaded various initiatives, including the design, implementation, and ongoing monitoring of recommendation systems, LTV (Lifetime Value) models, and Churn models.
  • preply
    Data Scientist
    preply
    Jul 2020 - Jun 2022 (2 years)
    – Collaborated with the Marketing chapter delivering a variety of analytical solutions for CRM, including but not limited to: a new customer segmentation, a churn predictive model and analyzing what were the drivers of customer retention. Stack: Python, R, Amazon Redshift, Snowflake, Apache Airflow – Developed a forecasting model of business metrics. Stack: Python, Prophet, Databricks – Responsible for the development and productionization of different machine learning models using Databricks, which included integrating the Spark jobs into the ETL, and implementing automatic monitoring of the model's predictions. Stack: Python, Spark, Databricks, Snowflake, Apache Airflow – Statistical support in the analysis of different A/B experiments. S
  • N-iX
    Senior Data Scientist
    N-iX
    Jan 2017 - Sep 2019 (2 years 9 months)
    – Designed and deployed large-scale
  • F
    Data Scientist / Head of Analytics
    Foristom
    Jan 2011 - Jan 2014 (3 years 1 month)
    I started as a hands-on Data Scientist and then moved to a managerial position, building and leading a team of 3 people. Among the many projects that I was involved in: – Designed and built a system to predict and explain university drop-out, combining both universities internal data as well as public data. This system was integrated into a software which is currently used in 30+ universities throughout Latin America. – Delivered a predictive analytics solution for a client in the healthcare sector which increased total revenue by 2%, based in predicting non-attendance in booked medical appointments and retargeting call center efforts accordingly on patients more likely to not show up. – Designed and developed a data visualization platform
  • Scotiabank
    Advanced Analytics
    Scotiabank
    Oct 2010 - Mar 2011 (6 months)
    – Worked in the Marketing department developing customer analytics solutions (such as: churn and propensity to buy other products models, customer segmentation), employing statistical and data mining techniques with SAS. – Supported other divisions with reporting requirements (Loans department, etc.).
Education verified_user 0% verified
  • University College London
    MSc in Machine Learning
    University College London
    Sep 2014 - Sep 2016 (2 years 1 month)
  • Universidad Católica de Chile
    BSc in Statistics
    Universidad Católica de Chile
    Mar 2005 - Dec 2011 (6 years 10 months)
Projects (professional or personal) verified_user 0% verified
  • K
    Kaggle
    Jan 2014 - Current (12 years 8 months)