Senior Machine Learning Engineer

Sao Paulo, San Pablo, Brasil
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Universidade Federal do Rio de Janeiro

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Hello, I'm Luiz, a MSc in Electrical Engineering focused on Machine Learning research, currently working on the Data Engineering field on a quest to become a full-fledged specialist on the Data and Machine Learning fields. I enjoy tough challenges and thinking outside the box in order to solve them.

Actividad

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Experiencia

  • Gráfico HVAR

    Senior Data Engineer

    HVAR

    - actualidad 2 años 3 meses

  • Gráfico Loft

    Senior Data Scientist | Data Engineer

    Loft

    - 1 año 2 meses

    Remote

  • Dextra

    Dextra

    1 año 3 meses

    • Gráfico Dextra

      Senior Data Scientist | Data Engineer

      Dextra

      - 9 mes

    • Gráfico Dextra

      Machine Learning Engineer

      Dextra

      - 7 mes

  • Gráfico Samsung Electronics

    Senior R&D Data Engineer

    Samsung Electronics

    - 9 mes

    Campinas Area, Brazil

    + Data extraction procedure automation using a distributed architecture with Apache Airflow and Docker
    + Relational database architecture and modeling for event logging
    + General automation of procedures and ETLs using Bash, Python, and Docker
    + Development of database-interface APIs using NodeJS

  • Gráfico Grupo de Moda Soma

    Senior Data Scientist

    Grupo de Moda Soma

    - 6 mes

    Rio de Janeiro Area, Brazil

    + Implementation of a cluster using Kubernetes (GKE) for the orchestration of dockerized ETLs in Python.
    + Creation of a scalable development platform used for several projects using Jupyter Hub hosted in a cluster with Kubernetes.
    + Development of a workshop on data science, machine learning models and their applications.
    + Implementation of a supervised model to predict sales of new products based on historical data and visual
    characteristics, with direct development on the whole…

    + Implementation of a cluster using Kubernetes (GKE) for the orchestration of dockerized ETLs in Python.
    + Creation of a scalable development platform used for several projects using Jupyter Hub hosted in a cluster with Kubernetes.
    + Development of a workshop on data science, machine learning models and their applications.
    + Implementation of a supervised model to predict sales of new products based on historical data and visual
    characteristics, with direct development on the whole machine learning chain, from data processing to serving the model through a REST API using Flask and Google Cloud Run.
    + Establishment of a workflow to analyze and compare machine learning models using MLFlow

  • Gráfico COPPEAD UFRJ

    Masters Scolarship

    COPPEAD UFRJ

    - 2 años 1 mes

    Rio de Janeiro, Rio de Janeiro, Brazil

    + Development of an autonomous system for defect propagation monitoring based on acoustic emission on rigid pipes in conjunction with PETROBRAS.
    + Research in the Machine Learning area with heavy emphasis on neural networks, resulting in an article on ABM Week 2018 [1].

  • Academic Internship

    Universidade Federal do Rio de Janeiro

    - 9 mes

    Rio de Janeiro, Rio de Janeiro, Brazil

    + Research in applied control for biomedicine.
    + This project resulted in a possible technique used to aid physiotherapists in the treating of complications derived from Stroke patients.
    + This work resulted in a Honorable Mention at the 7th Week of Academic Integration at UFRJ, one paper on an international journal (Medical Engineering & Physics) and on an international congress, Cyber-Physical & Human Systems

Educación

  • Universidade Federal do Rio de Janeiro

    Master's degree Machine Learning A

    -

    Actividades y grupos:A Electrical Engineering M.Sc. Degree focusing my research on machine learning topics such as Neural Networks, Nature-Inspired Optimization Algorithms, Supervised and Unsupervised Learning. My thesis was a Neural Network (MLP) model applied to fault detection and prevention based on acoustic emission data.

  • Universidade Federal do Rio de Janeiro

    Bachelor of Engineering (B.E.) Electrical and Electronics Engineering 8.3

    -

Licencias y certificaciones

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