Nicolás Robayo Pardo

Profile

Industrial Engineer with a Master’s degree in operational research and applied statistics. Experience includes developing analytical platforms, leveraging optimization, statistical techniques, and machine learning to construct decision-making frameworks. Excels in team environments with strong business-oriented and technical skills.

Experience

Data Consultant

Remote

Analytics Consultant

2024 – Current

  • Led the end-to-end design and deployment of a company-wide data analytics infrastructure, replacing manual, email-based processes with automated, data-driven workflows for a major after-sale warranty provider in Central America.
  • Defined the data architecture strategy and selected the technology stack, successfully implementing modern data engineering solutions including cloud platforms, scalable ETL pipelines, and real-time analytics capabilities.
  • Architected and launched comprehensive data pipelines supporting core business functions such as warranty claims processing, fraud detection, customer segmentation, and predictive maintenance analytics.
  • Optimized demand estimation algorithm using linear optimization and statistical modeling.
  • Improved route planning and scheduling with Operation Research tools.
  • Optimization
  • Statistical Modeling

Colombia Counterparty Clearing House

Bogotá, Colombia

Analytics Professional

May 2022 – May 2025

  • Developed data centralization solutions with ETL processes and feature documentation.
  • Implemented AI-powered chatbots using NLP techniques.
  • Created automated risk management tools with CAMELS methodology and HVAR simulations.
  • Developed interactive applications for risk management and real-time pricing analysis.
  • Data Warehousing
  • AI
  • NLP
  • Risk Management

Banco de Bogotá

Bogotá, Colombia

Data Scientist

Aug 2021 – Apr 2022

  • Developed a credit scoring model using machine learning and external data sources.
  • Improved loan portfolio risk assessment and customer acquisition strategies.
  • Machine Learning
  • Credit Scoring

Intel

Bogotá, Colombia

Americas Strategy & Insights Intern

Jan 2020 – Jul 2020

  • Created a cloud-hosted dashboard for sales analytics across the Americas.
  • Awarded for innovative analytical tools transforming strategic planning.
  • Analytics
  • Cloud Solutions

Education

MS in Industrial Engineering

Universidad de Los Andes, Bogotá, Colombia

Jan 2021 – Dec 2022

GPA: 4.84/5.0 (cum laude). Focus: Operations Research, Applied Statistics, Machine Learning.

BS in Industrial Engineering, Minor in Global Studies

Universidad de Los Andes, Bogotá, Colombia

Aug 2016 – Dec 2020

GPA: 4.53/5.0 (cum laude).
photo of me

Skills

    • Programming
    • Python
    • R
    • Prefect
    • Spark
    • TensorFlow
    • Shiny
    • SQL
    • APIs
    • Power BI
    • Advanced Excel
      Frameworks
    • GCP
    • Docker
    • Jenkins
      Data Science
    • Machine Learning
    • Optimization
    • Statistical Analysis
    • ETL

Languages

  • Spanish
    Native
  • English
    C2
  • French
    B1
  • German
    A1 (certified)

Diplomas

  • IBM Data Engineering Professional Certificate

Interests

  • Global Politics
  • Cooking
  • Public Transpo.
  • Paragliding
  • Electronic music