Manuel Alejandro Rios Rivas
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Manuel Alejandro Rios Rivas

Manuel Alejandro Rios Rivas  new_releases

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Data Scientist and Director of Electronics Department
Departamento de Guatemala, Guatemala
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Starting at USD1.2K/month
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Résumé

Jobs verified_user 0% verified
  • f
    Data Scientist
    freelance
    Apr 2022 - Jun 2022 (3 months)
    Analysis, design and development of a heart-risk classification model using scikit-learn and XGBoost. Model selection and tuning of machine learning algorithms. Deployment of docker containers and serving it in AWS and Netlify.
  • Kyung Hee University
    Researcher
    Kyung Hee University
    Jun 2020 - Jun 2021 (1 year 1 month)
    Conceptualized and implementation of a deep neural network on hardware using System Verilog. Reduced training time calculation by a factor of five in comparison with software implementation. Documented technical report of implementation and shared findings to ICIL laboratory at Kyung Hee University.
  • Universidad Rafael Landívar
    Director of Electronics Department
    Universidad Rafael Landívar
    May 2019 - Current (6 years 4 months)
    Supervise and manage small group of professors in the department. Develop goals and initiatives to direct the department's course Plan programs from start to finish, including identifying processes, deadlines and milestones. Develop and approve operations and budgets.
  • B
    Data Scientist
    Big Plan Inc.
    Mar 2016 - Aug 2016 (6 months)
    Developed ensemble forecasting models in Python, using ARIMA, SARIMA and Facebook Prophet for inventory stock. Data cleaning and visualization using pandas, numpy and matplotlib. Deployed model using Flask in docker container.
  • Universidad Rafael Landívar
    Professor
    Universidad Rafael Landívar
    Oct 2013 - Current (11 years 11 months)
    Coursework experience teaching: * Artificial Intelligence * Computer Architecture * Digital Signal Processing * Hardware Design and Micro-controllers * Software Defined Radio * Linear Algebra * Calculus Thesis advisor for undergraduate students in topics related to Artificial Intelligence and FPGA design.
Education verified_user 0% verified
  • Udacity
    Data Scientist Nanodegree
    Udacity
    Nov 2022 - Mar 2023 (5 months)
  • Kyung Hee University
    Master's degree, Electrical and Electronics Engineering
    Kyung Hee University
    Jan 2010 - Jan 2013 (3 years 1 month)
  • Udacity
    Self Driving Car Nanodegree, Artificial Intelligence and Autonomous Driving
    Udacity
Awards verified_user 0% verified
  • M
    Master's Degree Scholarship
    Jan 2010 - Jun 2013 (3 years 6 months)