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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

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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

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Post in Medium

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Luis Grados Salinas's Projects

ai_object_detection icon ai_object_detection

Ai Object Detection - State of the Art Yolov8 by Ultralytics Integration with Streamlit WebRTC

airflow_intro icon airflow_intro

Ejemplos de DAGs para ser ejecutados en Airflow (Google Cloud Composer)

amazon-mwaa-examples icon 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.

ask_bigquery icon ask_bigquery

Ask your BigQuery data any question in natural language from a chat interface.

aws-bigdata-real-time icon aws-bigdata-real-time

Construyendo un flujo de datos en tiempo real con Kinesis Data Streams, Lambda, DynamoDB y SNS

aws-covid-etlserverless icon aws-covid-etlserverless

Construyendo una arquitectura ETL Serverless con Glue Studio con Lambda, DynamoDB, Data Exchange, S3, Athena

aws-genai-llm-chatbot icon aws-genai-llm-chatbot

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS

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