Santiago Navas
Santiago Navas

Santiago Navas

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DS Consultant at Inter-American Development Bank
Colombia

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Timeline


work
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school
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2018
Today

Résumé


Jobs verified_user 0% verified
  • I
    Data Scientist Consultant
    Inter-American Development Bank (KDLKIC)
    Feb 2024 - Jun 2024 (5 months)
    Integrated multiple data sources for a quantitative analysis of the knowledge impact by the IDB. Developed an automated workflow that allowed resource allocation to non-automatable tasks.
  • I
    Data Analyst Consultant
    Inter-American Development Bank (SPD)
    Dec 2023 - Current (1 year 7 months)
    Classified SMART indicators into Outcome and intervention categories using LLMs. Grouped indicators using embedding models and cosine similarity, estimating the best similarity threshold with metrics like compactness, consistency, and average similarity. Developed a process for multiple API calls to OpenAI, achieving 1,280 draws per indicator, enhancing the consistency of results.
  • University of Chicago
    Research Assistant
    University of Chicago
    Jun 2023 - Nov 2023 (6 months)
    Developed algorithms for similarity analysis and clustering of large volumes of historical data from South Africa, including name etymology analysis to match babies with their ancestors in public censuses. Processed and analyzed historical data to improve accuracy in identifying family relationships in ancient censuses.
  • E
    Consultant
    EAFIT University (Department of Economics IMEL Team)
    Oct 2022 - Dec 2023 (1 year 3 months)
    Key Created customized interfaces in R Shiny and used LLMs for qualitative analysis, optimizing calculation algorithms for to Developed customized solutions for clients in social project impact evaluation and public-private data analysis. Implemented LLM models for context-based data analysis.
  • DevSavant
    Data Analyst
    DevSavant
    Feb 2022 - Oct 2022 (9 months)
    Consulted for SaaS companies in various sectors, solving problems through business intelligence tools and statistical analysis. Key Created customer management dashboards, both internal and for the companies worked with, using platforms like Looker, Power BI, and Tableau, improving understanding of lead flow and conversion rates, aiding better business decision-making.
  • H
    Consultant
    Harvard Business School
    Jun 2021 - Jan 2022 (8 months)
    Evaluated impact of implementing new technologies, protocols, and reskilling for various private companies, helping identify strategies that significantly increased their revenues. Conducted impact analysis for companies in sectors such as retail and technology, proposing data-driven solutions that improved operational efficiency.
Education verified_user 0% verified
  • E
    BSc.
    EAFIT University
    Aug 2018 - Nov 2022 (4 years 4 months)
  • E
    Machine Learning in Python
    EAFIT University
  • E
    Artificial Intelligence for Business Problem Solving
    EAFIT University