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Ambuj Kumar

Ambuj Kumar

Senior Data Engineer with 9+ years of experience in building data intensive applications, tackling challenging architectural and scalability problems, managing data repos for efficient visualization, for a wide range of products. Highly analytical team player, with the aptitude for prioritization of needs/risks. Constantly striving to streamlining processes and experimenting with optimising and benchmarking solutions. Creative troubleshooter/problem-solver and loves challenges. Experience in implementing ML Algorithms & CI/CD using distributed paradigms of Spark/Flink, in production, on Azure Databricks/AWS Sagemaker/MLFlow. Experience in shaping and implementing Big Data architecture for Medical Devices,Retail, Banking, Games and Transport Logistics domain (IOT).
  • Role

    Senior Data Engineer

  • Years of Experience

    9 years

  • Professional Portfolio

    View here

Skillsets

  • Databases
  • DevOps
  • frameworks
  • Ml frameworks
  • programming languages
  • Schedulers
  • Visualization

Professional Summary

9Years
  • Aug, 2022 - Present2 yr 10 months

    Senior Data Engineer

    British Petroleum
  • Mar, 2021 - Jun, 20221 yr 3 months

    Senior Software Engineer

    StrongArmTech
  • Feb, 2019 - Dec, 20201 yr 10 months

    Senior Data Engineer

    Jones LaSalle Lang Technologies(JLL)
  • Jun, 2014 - Oct, 20173 yr 4 months

    Software Developer

    General Electric Corp
  • Oct, 2017 - Dec, 20181 yr 2 months

    Senior Data Engineer

    Robert Bosch Engineering Solutions

Applications & Tools Known

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    Spark

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    Flink

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    PostgreSQL

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    Cassandra

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    MongoDB

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    Redshift

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    Clickhouse

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    Snowflake

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    Airflow

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    Luigi

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    Looker

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    Tableau

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    Azure DataLake

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    S3

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    AWS

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    Azure

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    GCP

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    Databricks

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    Docker

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    Kubernetes

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    Terraform

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    GitFlow

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    MLFlow

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    DVC

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    SageMaker

Work History

9Years

Senior Data Engineer

British Petroleum
Aug, 2022 - Present2 yr 10 months
    Worked on a realtime streaming + batch lambda architecture pipeline for ingesting blockchain events & populating KPIs/dashboard deltalake.

Senior Software Engineer

StrongArmTech
Mar, 2021 - Jun, 20221 yr 3 months
    Creating streaming pipelines to ingest sensor data and process them in real time to populate dashboards and the warehouse.

Senior Data Engineer

Jones LaSalle Lang Technologies(JLL)
Feb, 2019 - Dec, 20201 yr 10 months
    Worked on multiple API source ingestion, dump schema creation and entity modelling using Cosmos and Scala Azure Functions.

Senior Data Engineer

Robert Bosch Engineering Solutions
Oct, 2017 - Dec, 20181 yr 2 months
    Created Spark batch jobs based on derivation from incoming data-model via a productionised ML model with associated business logic.

Software Developer

General Electric Corp
Jun, 2014 - Oct, 20173 yr 4 months
    Deployment and maintenance of the Azure cloud based cluster (DevOps), along with pipeline design and data handling constraint using a Data Virtualization tool.

Education

  • Bachelors in Engg.

    Syb University (2014)

Certifications

  • Consensys certified blockchain developer

  • Oracle certified associate java programmer se 7

  • Oracle certified oracle database 11g_sql advanced

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