Daniel Felipe Fragua Rengifo

Daniel Felipe Fragua Rengifo

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Analytics & AI Lead at Celerix
Antioquia, Colombia
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Résumé

Jobs verified_user 0% verified
  • CELERIX
    Analytics & AI Lead
    CELERIX
    Feb 2025 - Current (1 year 3 months)
  • StratioBD
    Data Science Lead - LATAM
    StratioBD
    Jan 2023 - Feb 2025 (2 years 2 months)
  • StratioBD
    Data Scientist
    StratioBD
    Apr 2022 - Jan 2023 (10 months)
    - Prediction, visualization and optimization of resources using time series forecasting models. - Implementation of preprocessing techniques in Optical Character Recognition (OCR). - Detection of duplicate reports using Natural Language Processing (NLP).
  • Bancolombia
    Data Scientist
    Bancolombia
    Jul 2021 - Mar 2022 (9 months)
    - Data mining for Anti-Money Laundering (AML) solutions in suspicious transaction detection. - Social Networks analysis to prevent money laundering. - Development of ETL processes to create tables for AML analysis. - Natural Language Processing (NLP) for the prediction of money laundering typologies.
  • Universidad Eafit
    Data Scientist Consultant
    Universidad Eafit
    Jun 2020 - Aug 2021 (1 year 3 months)
    Development of an end-to-end machine learning project related to customers classification and segmentation for debt management and recovery.
  • PRAGMA
    Data Science Lead
    PRAGMA
    Jan 2020 - Aug 2021 (1 year 8 months)
    - Support, training and managing the data science team. - Development of commercial proposals. - Lead the Data Science projects on different kind of industries such as retail and construction.
  • PRAGMA
    Data Scientist
    PRAGMA
    Jun 2019 - Jan 2020 (8 months)
    - Implementation of classification and segmentation models for marketing strategies (e.g churn prediction, RFM models). - Development of recommendation systems. - Data integration and consolidation strategies for the immediate analysis of relevant information. - Development of Dashboards in Python based on Plotly-Dash and DataStudio.
  • Universidad Eafit
    Lecturer
    Universidad Eafit
    Jan 2019 - Dec 2023 (5 years)
    Instructor professor of different subjects such as: - Data Analytics for Finance (Master degree course) - Math for Finance and Applications (Master degree course) - Mathematical Finance
  • Universidad Nacional de Colombia
    Lecturer
    Universidad Nacional de Colombia
    Aug 2018 - Dec 2020 (2 years 5 months)
    Instructor professor of different subjects such as: - Linear algebra. - Differential calculus. - Integral calculus. - Multivariable calculus. - Differential equations.
  • Universidad Eafit
    Research Assistant
    Universidad Eafit
    Jan 2017 - Nov 2018 (1 year 11 months)
    - Analysis of large data sets related to private equity, stocks and international trade. - Execution of research projects related to private equity and corporate finance together with other research professors from Universidad EAFIT.
Education verified_user 0% verified
  • Universidad Nacional de Colombia
    Master of Science - MS, Mathematics
    Universidad Nacional de Colombia
    Jan 2018 - Dec 2022 (5 years)
  • Universidad Eafit
    Master of Science - MS, Finance
    Universidad Eafit
    Jan 2017 - Dec 2018 (2 years)
  • Universidad Nacional de Colombia
    Bachelor of Science - BS, Mathematics
    Universidad Nacional de Colombia
    Jan 2011 - Dec 2016 (6 years)
Projects (professional or personal) verified_user 0% verified
  • Celerix SAS
    Monitoreo de correos electrónicos. Proyecto de una pasantía
    Celerix SAS