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Daniel Lopera Restrepo profile image

Daniel Lopera Restrepo

Product Manager - Data & Analytics at Nequi
Intro Book
Seasoned software engineer delivering AI, data analytics, and full-stack web development solutions.
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Location
Medellín, Antioquia, Colombia, CO
Languages
  • Inglés Full professional proficiency
  • Francés Limited working proficiency
  • Español Native or bilingual proficiency
Skills
  • Microsoft Office
  • C#
  • Sql
  • Asp.Net
  • Html 5
  • Show all
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Bio

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Daniel Lopera Restrepo is a seasoned software engineer with expertise in full-stack web development, artificial intelligence, and data analytics. He has extensive experience in developing and implementing AI, machine learning, and BI solutions, leading squads of data scientists and engineers, and working on multiple projects across various industries. He holds a Master's degree in Applied Philosophy from the Universitat Autònoma de Barcelona and certifications in Machine Learning Engineering, AWS Certified Machine Learning Specialty, and Certified Artificial Intelligence Specialist.

Credentials

  • Machine Learning Engineering for Production (MLOps) Specialization
    DeepLearning.AI
    Mar, 2024
    - Apr, 2026
  • AWS Certified Machine Learning Specialty 2023 - Hands On!
    Udemy
    Sep, 2023
    - Apr, 2026
  • Certified Artificial Intelligence Specialist
    Arcitura Education Inc.
    May, 2021
    - Apr, 2026
  • ER22.1x: Justice
    Harvard - edX
    Jun, 2020
    - Apr, 2026
  • The Power of Macroeconomics: Economic Principles in the Real World
    University of California, Irvine - Coursera
    Feb, 2020
    - Apr, 2026
  • Introduction to Big Data
    University of California, San Diego - Coursera
    Feb, 2016
    - Apr, 2026
  • Practical Relational Databases and SQL
    Stanford University - Online
    May, 2015
    - Apr, 2026
  • Seguridad del Software
    University of Maryland - Coursera
    Sep, 2014
    - Apr, 2026
  • Desarrollo Móvil para Android usando Java
    Ministerio de Tecnologías de la Información y las Comunicaciones
    Feb, 2014
    - Apr, 2026
  • Desarrollo Web y Móvil con HTML5 y CSS3
    Ministerio de Tecnologías de la Información y las Comunicaciones
    Aug, 2013
    - Apr, 2026
  • Certificación AMV - Negociación Renta Variable
    Autorregulador del Mercado de Valores
    Oct, 2019
    - Apr, 2026

Experience

  • Nequi
    • Product Manager - Data & Analytics
      • Jul 2022 - Present

      Identify opportunities to solve business problems by developing Artificial Intelligence, Machine Learning and BI solutions, making sure to have clear business value metrics.Leading Squads of Data Scientists, Data Engineers and Machine Learning Engineers on multiple projects across the company.

  • Grupo Bancolombia
    • Colombia
    • Banking
    • 700 & Above Employee
    • Product Owner at Capabilities Developement in Auditing
      • Apr 2021 - Jul 2022

      Product Owner and developer of multiple agile projects which include:-The substitution of the core legacy software of Internal Audit which operates in 4 countries, while also reducing its cost in more than 30%. Identifying users pain points with the previous tool and solving them with automated technologies, reducing recurring manual tasks from 48 to 8 hours.-Definition of frameworks for data and analytical development, and the design and implementation of new methodologies to assess and audit the multiple risks more effectively.

    • I+D+i Developer
      • Jan 2021 - Apr 2021

      Implementing predictive analytics to identify possible inefficient internal controls to help managers improve their Internal Control Processes. Software developer on different internal projects and automations, improving efficiency and reducing manual tasks

    • Treasury and Investments Analytics Auditor
      • Jan 2017 - Dec 2020

      Developing an automated ETL system from multiple information sources, implementing analytic audit tests that improve the risk coverage and reduce the auditing time from 10 to 1 week.Using descriptive analytics to identify cost-efficiencies in internal controls, saving the company more than 400K USD annually.Developing BI dashboards and alerts which allow the auditors to access consolidated information and facilitate better business decisions.Auditing the stocks portfolio and the analytic models that support it.

    • Project Professional
      • Jan 2016 - Jan 2017

      Web Developer with ASP.NET, building, operating and maintaining an internal website to promote Control-Self-Assessment, available to more than 1000 of Bancolombia's employees.Implementing analytics to extract value out of the website usage.

    • Intern - I+D+i
      • Jul 2015 - Jan 2016

      Process Automation with C#, PythonWeb Developer with ASP.NET

Education

  • 2021 - 2022
    Universitat Autònoma de Barcelona
    Master en Filosofía Aplicada
  • 2024 - 2025
    Reforge
    Product and Growth Courses
  • 2017 - 2018
    Universidad EAFIT
    Especialista en Gerencia de Proyectos, Especialización en Gerencia de Proyectos
  • 2012 - 2016
    Universidad Escuela de Administración y Finanzas y Tecnologías
    Bachelor of Engineering (B.E.) / Computer Engineering
  • 1998 - 2011
    Colegio Montessori - Medellín, Colombia
    Bachillerato

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