Jonathan Dominguez

Jonathan Dominguez  new_releases

About

Detail

Data Scientist | Machine Learning Engineer | Data Engineer | Python
Santiago de Querétaro, Querétaro, Mexico

Contact Jonathan regarding: 
Flexible work
Starting at USD40/hour

Timeline


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Résumé


Jobs verified_user 0% verified
  • Houm
    Data Scientist Senior
    Houm
    May 2022 - Current (4 years 6 months)
    - Design and implementation of a property recommender system using similarity measures for more than 15,000 properties in Mexico, Chile and Colombia
    - The algorithm was implemented using Python and was put into production using Apache Airflow and DataBricks. The system is being used in several major areas of the business workflow
    - Improved by 10% the current property price estimation algorithm used to give back prices that allow customers to get the maximum economic benefit along with a fast sell and / or rent success
    - The algorithm was implemented using Python and was put into production using Apache Airflow and Databricks
  • Continental
    Senior Software Engineer
    Continental
    Nov 2021 - May 2022 (7 months)
    - Continuous support and development for Ford and Chrysler projects.
    - I have been working in the Vehicle Dynamics Business Unit by providing code analysis and implementing software requirements to satisfy the demands of clients, such as Chrysler and Ford regarding the electronic braking system (EBS) control unit.
    - I have been responsible of developing SiL (software in the loop) environments for a major project for Ford. I have analyzed software failures by using software component tests in projects from Chrysler, Fiat, and Ford.
    - I have implemented new software features for the EBS unit using C programming.
  • D
    Chief Executive Officer
    Data Pulse Analytics
    Jan 2021 - Jun 2022 (1 year 6 months)
    - More than a hunch, it's data. We offer integral data science solutions by embedding machine learning algorithms and interactive visualizations in dynamic web applications. Some of our customers include restaurants, startups, and greenhouses.
  • Imbera
    Data Scientist
    Imbera
    Nov 2020 - Nov 2021 (1 year 1 month)
    - Design and deployment of ETLs to automate the computation of several cooler metrics for all coolers in Mexico.
    - Design and implementation of a Failure Detection algorithm to anticipate cooler failures.
    - Hypothesis testing to provide business decisions on whether to change or maintain the same coolers.
    - Tableau visualizations to manage cooler assets for companies such as Coca Cola.
    - I worked as a data scientist to solve different IoT and business problems using statistics, machine learning, data visualizations.
    - I was able to make the corresponding ETLs to train and develop a machine learning algorithm that was able to detect when a cooler was going to fail.
    - Some of the tools I used include: Spark, Pyth
  • I
    Machine Learning Specialist and Data Scientist
    International Workshop on Quantum Coherence and Decoherence
    Dec 2019 - Nov 2020 (1 year)
    - I was able to increase the accuracy of time-series predictions in gas consumption from 5% to 75% using data science and deep learning solutions in Python and Google Cloud Platform.
    - I was in charge of all the ETL pipeline, the machine learning modeling and the REST API design.
    - I was in charge of analyzing data and deploying predictive analytic tools using Machine Learning, Python programming, SQL databases and Google Cloud Platform to solve a wide range of business and industrial problems.
  • Universidad Anáhuac Querétaro
    Machine Learning, AI and Computer Science Professor
    Universidad Anáhuac Querétaro
    Aug 2019 - Jun 2022 (2 years 11 months)
    - It is an honor for me, to see how many of my students have grown professionally with all the knowledge I have transmited to them, whether they start working in tech companies or they start their own tech projects.
    - I have been teaching students machine learning, programming and electronics for over two years.
  • Babson College
    Visiting Scholar
    Babson College
    Jul 2018 - Aug 2018 (2 months)
    - Winner of a Santander scholarship to participate in an Entrepreneurship Program at Babson College.
    - The topics covered in the program included: Business Models, Design Thinking, Opportunity Analysis and Market Tests.
    - Negotiations, Presentation Skills, Marketing, Entrepreneurial Finance, Social Entrepreneurship and Prototyping. Many classes were taught by MIT and Harvard professors.
  • G
    Intern
    GEB
    May 2017 - Jul 2017 (3 months)
    - Participant in the Lean Challenge, which consists in optimizing an internal process and identifying potential solutions.
  • CIDESIMX
    Intern
    CIDESIMX
    Jan 2017 - May 2017 (5 months)
    - Design and development of a robot for carbon fiber curating.
Education verified_user 0% verified
  • Massachusetts Institute of Technology
    Micromasters in Statistics and Data Science, Data Science
    Massachusetts Institute of Technology
    May 2020 - Dec 2022 (2 years 8 months)
  • Universidad Anáhuac Querétaro
    Bachelor's degree, Biomedical / Medical Engineering
    Universidad Anáhuac Querétaro
    Jan 2017 - Jan 2019 (2 years 1 month)
  • C
    Master of Science- Ms, Engineering
    CIDESI Qro
    Jan 2017 - Jan 2019 (2 years 1 month)
  • Universidad Anáhuac Querétaro
    Bachelor's degree, Mechatronics, Robotics, and Automation Engineering
    Universidad Anáhuac Querétaro
    Jan 2013 - Jan 2017 (4 years 1 month)
Publications verified_user 0% verified
  • R
    Reducing Energy Costs for the Pasteurization of Corn and Wheat Straw Bales for Producing Mushrooms in Mexico with a Sola
  • L
    Lung segmentation in computerized tomography to ease lung cancer diagnosis with deep neural networks