Madhukar S.

Madhukar S.

Software Architect

Bangalore , India

Experience: 15 Years

Madhukar

Bangalore , India

Software Architect

34285.7 USD / Year

  • Immediate: Available

15 Years

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About Me

  • Overall 15 years of software industry experience
  • 8 years experience with Hadoop ecosystem.
  • Hands on experience in Azure Analytics, Azure data factory, storage, Azure HDInsight.
  • Capable of proce...
  • Capable of processing large sets of structured, semi-structured and unstructured data and supporting systems application architecture.
  • Able to assess business rules, collaborate with stakeholders and perform source-to-target data mapping, design and review.
  • Familiar with data architecture including data ingestion pipeline design, Hadoop information architecture, data modelling and data mining, machine learning and advanced data processing. Experience optimizing ETL workflows.

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Portfolio Projects

Description

  • Created data pipeline using Azure data factory
  • Gathering the data stored in Azure data store, optimizing it and joining with internal datasets to gather meaningful information.
  • Data cleaning using U-Sql code on the Azured data lake.
  • Data aggregation on terabyte datasets done using U-Sql which saves IO/CPU time
  • Adopted DAX for business logic calculations in providing analytics of system up time on periodical basis

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Description

Facilitated insightful daily analyses of 100GB to 1TB of server data collected by server logs. Spawning recommendations and tips that increased page performance by 38%.

  • Developed spark scala programs to parse the raw data, populate staging tables and store the refined data in partitioned tables in the EDW.
  • Created Hive queries that helped market analysts spot emerging trends by comparing fresh data with EDW reference tables and historical metrics.
  • Enabled speedy reviews and first mover advantages by using Oozie to automate data loading into the Hadoop Distributed File System and PIG to pre-process the data.
  • Provided design recommendations and thought leadership to sponsors/stakeholders that improved review processes and resolved technical problems.
  • Managed and reviewed Hadoop log files.
  • Tested raw data and executed performance scripts.
  • Shared responsibility for administration of Hadoop, Hive and Pig

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Description

    • Created HBase tables to load large sets of structured, semi-structured and unstructured data coming from UNIX, NoSQL and a variety of portfolios.
    • Supported code/design analysis, strategy development and project planning.
    • Created reports for the BI team using Sqoop to export data into HDFS and Hive.
    • Developed multiple MapReduce jobs in Java (spark) for data cleaning and pre-processing.
    • Assisted with data capacity planning and node forecasting.
    • Collaborated with the infrastructure, network, database, application and BI teams to ensure data quality and availability.
    • Administrator for Pig, Hive and Hbase installing updates, patches and upgrades.

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Description

· Performed analysis of current optimization model and provided recommendations to move to Oracle’s cost-based optimization. Lead the stress test initiative to evaluate the success of this approach

· Established and wrote the Performance Tuning guidelines for the current module to enhance the quality of our product for all current and future code development

· Steered data mart and data warehouse development using 10.2, taking full advantage of new RDBMS features as they become available and stable

· Followed OMS standards (as per CMMI 1.2) in developing and building new applications

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