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Helping companies to fulfill the great dream of being Data Driven
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Helping companies to fulfill the great dream of being Data Driven

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luisgradossalinas/README.md

Work experience (last 6)

Mar 2023 – Now | Peru
Head of Data
  • Definition, planning and execution of the Generative AI strategy in the company. Since the last Q of 2023, we have started developing Generative AI solutions. Advanced technologies such as Azure OpenAI, Copilot Studio, Microsoft Teams, AI Search, App Services, Blob Storage, Streamlit, LangChain, LangSmith and Azure DevOps are used, marking a milestone in the company's technological history.
  • The benefited areas range from: Human resources, logistics, IT, legal, environment, occupational health and safety to UM, maintenance, metallurgy.
  • Training on Data, Analytics and GenAI topics for the company's collaborators.

Feb 2022 – Mar 2023 | Peru
Data Management Lead
  • Provide training to C Level, Business Managers on the importance of Data Management, Data Governance and Data Quality, Data Literacy.
  • Conduct a Data Management Maturity Assessment (DMMA).
  • Establish Data Strategy
  • Build Data Governance Program
  • Evaluate Data Governance tools before implementation.
  • Definition of scalable data architectures.
  • Creation of formats (policies, standards) for the data governance program.
  • Proofs of concept of data integration technologies, data transformation, data orchestation, data catalog, data integration, data quality, data observability.

Feb 2021 – Jan 2022 | USA / Mexico
Data Architect Senior (Globant)
  • DataOps
  • Data Platform, Data Mesh (DDD)
  • Dataform (Process ELT)
  • Technologies :
    • Google Cloud : Big Query, Cloud Storage, Cloud Build, BigTable, Dataflow
    • Azure : Azure DevOps (Repos, Pipelines, CICD)
    • Open Source : Terraform, SonarQube, Dataform

Jul 2019 – Feb 2021 | Peru
Chapter Lead Big Data


Jan 2019 – Jun 2020 | USA
Senior Data Engineer

  • Management of the Big Data ecosystem from a cluster on AWS (HortonWorks)
  • Shell programming in linux.
  • Technologies :
    • Open Source : Spark, Sqoop, Kafka, Nifi, Hive, Hadoop, Hbase
    • DevOps : Gitlab, Jenkins
    • Other : Talent Data Studio, Birst, Zabbix, Grafana, Oracle, Shell

Sep 2018 – Jan 2019 | Peru
Senior Data Engineer

  • Management of the Big Data ecosystem from a Hadoop cluster in EMR using Hive and Spark.
  • Development of scripts in Python to access AWS services.
  • Ingesting data from Redshift to Hive with Spark.
  • Technologies :
    • AWS : Lambda, SQS, EMR, DynamoDB, Step Functions, RedShift, S3
    • DevOps : Github
    • Open Source : Spark, Sqoop, Nifi, Hive, Hadoop, Hbase, Scala, Python

My online workshops

Ingeniería analítica en Google Cloud con Dataform

aws

Conociendo el Modern Data Stack

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Implementando un Data Lakehouse con Apache Hudi en AWS (S3, EMR, Lambda)

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Implementando una arquitectura IoT y Big Data con Sigfox y Google Cloud (Pub Sub, BigQuery, Cloud Functions, Data Store)

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Implementando una arquitectura IoT y Big Data con Sigfox y Azure (Event Hubs, Azure IoT Hub, CosmosDB, ADLS Gen2, Azure Functions)

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Alexa Skills para orquestas trabajos de Glue Databrew con Step Functions

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Monitoreo de dispositivos IoT en tiempo real en AWS con Alexa, Raspberry Pi y sensores de humedad y temperatura

aws


Post in Medium

aws

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  1. mlops-course mlops-course Public

    Jupyter Notebook

  2. building-elt-dataform-bigquery building-elt-dataform-bigquery Public

    JavaScript 2

  3. amazon-mwaa-examples amazon-mwaa-examples Public

    Forked from aws-samples/amazon-mwaa-examples

    Amazon Managed Workflows for Apache Airflow (MWAA) Examples repository contains example DAGs, requirements.txt, plugins, and CloudFormation templates focused on Amazon MWAA.

    Python