Member Since 2020

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    About the Candidate

    Actuary and business- minded Data Scientist with 10 years experience in statistical modeling, data lifecycle, analytics and machine learning. Over the past three years, managed a Data Science remote team of six data scientists located in LATAM and Asia, developing and implementing machine learning models based on traditional and alternative structured and unstructured data for companies across the world. Expertise managing cross-functional data science projects.


    Freelance Data Scientist
    Data sources analysis
    AI/ machine learning models business use- case and implementation advisory
    Design and creation of machine learning-based tools
    Machine learning models training, testing, validation and monitoring
    Statistical analysis
    Computer Vision-based models training

    LENDDOEFL (Fintech)/ Modeling Director – Data Science
    JANUARY 2016 – MAY 2020, GLOBAL
    Quality Assurance Manager
    Credit Risk Modeling Specialist
    Traditional and alternative data machine learning models building, ensembling, selection, validation and implementation (including psychometric, Android, TELCO, email, digital wallet and bureau data, among others)
    Credit collections machine learning models building
    Data- based fraud detection rules research, design and implementation
    Propensity and income proxy machine learning models development
    Machine learning models performance and stability tracking
    Portfolio clustering and profiling based on alternative data
    Population stability analysis
    Data- based processes:
    Standardization and automation of repayment data collection and processing pipeline
    Credit repayment and collections information processing and analysis
    Design, implementation and testing of machine learning models training framework
    Design, documentation and automation of models monitoring framework
    Data lifecycle:
    Data flows design, quality assurance and monitoring
    Data collection processes design and monitoring
    Data manipulation environments design, implementation and testing
    Data cleaning and quality and integrity assessment
    Research & Development:
    Behavioral economics research and psychometric assessment design
    Alternative data sources exploration and analysis
    Feature engineering and variables implementation
    Natural Language Processing (NLP) based features design
    Data visualization
    Data science projects management and coordination with other company teams (Commercial, Product, Technology & Engineering) and clients
    Presentation of machine learning projects plans and outcomes to company C-level executives, clients’ risk expert teams and non-technical audiences
    Managing team of up to 6 data scientists across the world and reporting directly to company executives.

    SCHROEDER GROUP (Tourism/ Media/ Health) / Head of Finance & Corporate Treasury
    Cash flow forecasting
    Cash and bank accounts management
    Custody of funds and financial instruments
    Funding arrangement
    Daily cash balances management
    Loan and overdraft terms negotiation
    Financial reporting

    DELOITTE & CO. (Consulting)/ Analytic and Quantitative Finance Senior Consultant
    AUGUST 2010 – AUGUST 2013
    Credit Risk – ARGENTINA, BRASIL

    Behavioral credit models estimation
    Credit scoring models estimation for personal banking
    Development & programming of Loss Given Default (LGD) estimation tool
    Credit scoring models population stability testing
    Development & programming of VaR estimation tool based on Poisson distribution
    Stress testing
    Market Risk – ARGENTINA, BRASIL

    MUREX system configuration for instruments valuation
    Valuation models analysis
    Operational Risk – ARGENTINA, BRASIL

    Key operational risk indicators definition and analysis
    Oil & Gas – MEXICO, ECUADOR

    Business processes diagnosis
    Operational processes optimization

    HSBC BANK (Banking)/ Commercial Banking Assistant (Internship, temporary)
    Small business credit lines admission and processing support
    Rating models indicators prior analysis
    Credit behavior monitoring
    Commercial Banking operational support

    Actuarial ScienceAnalyticsData MiningData ScienceMachine LearningModelingStatistical modeling
    Candidate Overview
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