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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

aws

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Luis Grados Salinas's Projects

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

aws-iot-raspberry4 icon aws-iot-raspberry4

AWS IoT, Raspberry Pi 4 : Obteniendo datos de un sensor de ultrasonido en tiempo real

aws-serverless-airline-booking icon aws-serverless-airline-booking

Airline Booking is a sample web application that provides Flight Search, Flight Payment, Flight Booking and Loyalty points including end-to-end testing, GraphQL and CI/CD. This web application was the theme of Build on Serverless Season 2 on AWS Twitch running from April 24th until end of August in 2019.

bigquery-data-lineage icon bigquery-data-lineage

Reference implementation for real-time Data Lineage tracking for BigQuery using Audit Logs, ZetaSQL and Dataflow.

blogs icon blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

boa303 icon boa303

repo for demos Unlock insights with AWS GenAI services (re:Invent BOA303)

cdc_deltalake icon cdc_deltalake

Docker compose and Google Colab demo to build a CDC with Delta Lake

chat-with-your-data-solution-accelerator icon chat-with-your-data-solution-accelerator

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.

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