Miguel R.

Miguel R. Email and Phone Number

Machine Learning Technical Lead @ Mercado Livre Brasil
São Paulo, SP, BR
Miguel R.'s Location
São Paulo, São Paulo, Brazil, Brazil
About Miguel R.

Miguel R. is a Machine Learning Technical Lead at Mercado Livre Brasil. He possess expertise in ros, linux, mobile robotics, c, matlab and 14 more skills. He is proficient in English and Portuguese. Colleagues describe him as "Miguel is a colleague of mine at Hospital Albert Einstein, where we both work in a project focused on the development of radiologic diagnostic support tools for Congenital Zika Syndrome. I have been most impressed with his work ethic, proactivity, level of commitment and the quality of his work. Miguel is one of the most focused and organized people I have ever worked with, and our project has benefited a lot from his organization skills. He has also an exceptional inquisitive mind… Show more" and "Miguel is a very good Mechatronics Engineer, working in the Droni unmanned airship project that in interaction with an aeronautical Engineer had as mission to build and make the aircraft fly, in a similar way I did in the AURORA airship, as a leader of the Mechatronics Infrastructure. Now Miguel is the Leader of Droni’s Mechatronics Infrastructure and I my role is of a Consultant. See my experience in https://sites.google.com/site/josuejgramos/home To accomplish this task, it is required… Show more"

Miguel R.'s Current Company Details
Mercado Livre Brasil

Mercado Livre Brasil

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Machine Learning Technical Lead
São Paulo, SP, BR
Website:
mercadolivre.com
Employees:
30507
Miguel R. Work Experience Details
  • Mercado Livre Brasil
    Machine Learning Technical Lead
    Mercado Livre Brasil
    São Paulo, Sp, Br
    View
  • Mercado Libre
    Machine Learning Technical Lead
    Mercado Libre Jul 2024 - Present
    Osasco, São Paulo, Brazil
    Our team is mostly responsible for enhancing MeLi's marketplace user experience, with an utter impact on important business core metrics (e.g. CVR, CTR, GMV, etc).I've been actively contributing to major and minor projects such as:- Co-creating in-house libraries in different programming languages to increase our productivity while creating data and web apps. - Encourage continuous improvement in software development through Request for Comments (RFC) and Architecture Decision Records (ADR)In addition to the technical part, I contributed to team development, project development planning, and team growth.
    View
  • Mercado Libre
    Senior Machine Learning Engineer
    Mercado Libre Jun 2022 - Jun 2024
    Osasco, São Paulo, Brazil
    Major projects that I contributed to with applied machine learning: - User-level personalization microservices ecosystem - Visual recommendations engine for similar products on the fashion business vertical. - Ranking recommendation engine for below-the-fold widgets. - Products/Items recommendation engine for above-the-fold widgets.
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  • Konduto
    Machine Learning Engineer
    Konduto Jul 2021 - May 2022
    São Paulo, Brazil
    Major projects:• Machine learning pipelines automation using Prefect,• Implementation of ETL and ML pipelines using distributed frameworks such as Dask and Spark for transactional fraud detection,• Experiment tracking and model governance server using TerraformTech stack: Python, Java, Terraform, Prefect, MySql, AWS(ECS, EMR,EC2, R53, RDS)
  • Semantix Brasil
    Data Science Technical Lead
    Semantix Brasil Nov 2020 - Jun 2021
    São Paulo, Brazil
    Major projects:• Deep learning-based platform for diagnosis and severity of pneumonia due to covid 19.• Reverse image search engine for fraud detection.• Build and deploy containerized machine learning applications.Tech stack: Python, Docker, Redis, Swagger, Postgres, REST API, GCP(Cloud SQL, Run, App Engine, GCR)
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  • Hospital Albert Einstein
    Data Scientist
    Hospital Albert Einstein Sep 2019 - Nov 2020
    São Paulo Area, Brazil
    Major projects:• Recommender systems for HIAE online's courses platform• Machine learning and Deep learning models for Brain CT image analysis
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  • Semantix Brasil
    Data Scientist
    Semantix Brasil May 2019 - Sep 2019
    São Paulo Area, Brazil
    • Development of machine learning and deep learning models for Time Series forecasting
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  • Condor Instruments
    Computer Vision Research Engineer
    Condor Instruments Sep 2018 - May 2019
    São Paulo Area, Brazil
    • Development of computer vision-aided tool for pediatric surgery • Transfer learning-based method for online surgery markers identification
    View
  • Finamac Máquinas
    Pesquisador E Desenvolvedor
    Finamac Máquinas Mar 2018 - Aug 2018
    São Paulo Area, Brazil
    Apoio a projeto de pesquisa de um sistema robotizado para fabricar picolés, controlado por captura de vídeo do seus movimentos (Projeto PIPE- FAPESP)• VBM (Vision Based Measurement) para conferencia de palitos e dosagem de calda de picolé • Sistema embarcado para visão computacional
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  • Cti Renato Archer
    Research Assistant
    Cti Renato Archer Nov 2014 - Feb 2018
    Campinas Area, Brazil
    DRONI(Dirigivel Robotico de Concepcao Inovadora) Autonomous Airship• Hardware architecture (Onboard system)• Software architecture (ROS based architecture)• Integration of robotic software with QGroundControl• Software and Hardware Integration • Mechanical design of structural components using CAD software• Windspeed sensor design for low-speed aircrafts (case of study: airships)• Integration of robotic software with QGroundControl• Custom manual/automatic pilot commutator system
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  • Hoobox Robotics
    System Developer
    Hoobox Robotics Nov 2015 - Aug 2016
    Campinas Area, Brazil
    • Startup co-founder• Development of a joystick hands-free system for driving an electric-powered wheelchair.
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  • Hitachi Automotive Systems Americas, Inc.
    Research Intern
    Hitachi Automotive Systems Americas, Inc. Apr 2014 - Oct 2014
    Greater Detroit Area
    • Development of advanced driver assistance systems (ADAS) • Computer vision • CAD modeling for Powertrain systems.• Modeling and validation of EMI for Powertrain systems.• System Level simulation for Powertrain systems.
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  • Cti Renato Archer
    Trainee Ci-Brasil (Bolsista Cnpq)
    Cti Renato Archer Apr 2013 - Mar 2014
    Campinas Area, Brazil
    • Trainee em projeto de circuitos integrados (ICs) de aplicação digital• Functional hardware verification of CHARRUA (Based on ARM Cortex-M3) processor• Development of C Drivers for an ARM Cortex-M3 based peripherals
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Miguel R. Skills

Ros Linux Mobile Robotics C Matlab Microsoft Office Latex Programming Java Embedded Systems Ansys Vhdl C++ Computer Vision Ci Python Solidworks Simulations Autodesk Inventor

Miguel R. Education Details

Frequently Asked Questions about Miguel R.

What company does Miguel R. work for?

Miguel R. works for Mercado Livre Brasil

What is Miguel R.'s role at the current company?

Miguel R.'s current role is Machine Learning Technical Lead.

What schools did Miguel R. attend?

Miguel R. attended Unicamp - Universidade Estadual De Campinas, Universidad Militar Nueva Granada.

What are some of Miguel R.'s interests?

Miguel R. has interest in Children, Environment, Education, Poverty Alleviation, Animal Welfare, Health.

What skills is Miguel R. known for?

Miguel R. has skills like Ros, Linux, Mobile Robotics, C, Matlab, Microsoft Office, Latex, Programming, Java, Embedded Systems, Ansys, Vhdl.

Who are Miguel R.'s colleagues?

Miguel R.'s colleagues are Gillian Filipe, Ezio Orlandi, Natalia Torres, Nathalia Cristina De Melo Vieira, Bonny Lopes, Peter Rangel, Janaina Souza Pinto.

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