Efrén Bautista Linares Machine Learning Engineer

Machine Learning Engineer

Kueski

Apr 2021 - Mar 2023 (2 years)

In Kueski I design and provision CI/CD pipelines for different stages of the lifecycle of a machine learning model, I also design architecture solutions focused on microservices, and I am responsible for the provisioning of the new infrastructure of the internal MLE platform.

Data Engineer

Opi Analytics

Aug 2020 - Apr 2021 (9 months)

Designing and building pipelines, provisioning infrastructure for Data Science area. Application of Continuous Integration and Continuous Deployment of machine learning models, improvement of data architecture running on Azure, design of data architecture in AWS and Azure for different projects and needs.

Software Engineer

BBVA en México

Jan 2019 - Jul 2020 (1 year 7 months)

I collaborated in the data area where new business projects focused on data are carried out, every 3 or 6 months I participated in a different project but always focused on data, some of the projects in which I have participated: - Backend (API and Batch) to provide the response of a machine learning model. - Management of a digital transformation project with an impact on bank branches. - End-to-end solution of massive data, extraction of a legacy system, analysis, cleansing, and productization for a new application impacting enterprise banking. - Testing and distribution of desktop applications impacting commercial banking. - In-house big data expertise.

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Project Engineer

PESCO México

Jul 2018 - Dec 2018 (6 months)

Sizing of low and medium voltage, energy efficiency and renewable energy projects, client communication, implementation management, and human resources management.

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Project Engineer

Coral group

May 2018 - Jun 2018 (2 months)

In Coral Group, I collaborated on making designs in AutoCAD, technical documentation of the projects, control programming and protections for digital relays, and monitoring of factory tests for solar plant substations.

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Technical leader of the command center

Troy Energía

Sep 2016 - Apr 2018 (1 year 8 months)

Management of the remote electric meter control system, the configuration of communication devices for data acquisition, detection and correction of communication at different levels, security management in the communication system, and control of large-scale communication progress. Survey and installation of communication equipment in the field, installation of test environments, organization and supervision of field personnel, dealing with the client, and eventual representative of the consortium for engineering project follow-up.

Efrén Bautista Linares

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