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ashish Mantri

ashish Mantri

Data Engineer
Bengaluru, Bengaluru Urban

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About ashish Mantri:

• Over One year of experience as a system integration tester on cloud migration to Azure from on-prem and around 6 months of experience as a data engineer using Python( programming & Pandas)

• Proficient in RDBMS database technology of Oracle SQL(complex data querying), Python(programming, data analytics & visualization using Pandas & Matplotlib, Azure Datalake(storage explorer) & Azure Datawarehouse technology (Synapse), PySpark(data frames, transformations and Spark SQL) & Java (Mid-level).

• Experienced in testing complex objects of R2F, F2IO & E2E(end to end) using Azure Synapse, Putty, Hive, SSMS & Azure storage explorer-Azure Data Factory.

• Good understanding of Azure Data factory and its pipeline architecture for data loads and defect identification by analyzing data flows/notebooks.

• Handson in IICS data integration and Snowflake data warehouse for data integration into cloud and querying the target tables respectively.

Experience

Industry: Healthcare and Pharma

Role : Data Engineer

Service Line: Analytics & Cognitive

Experience: 6 months (01/2024-Present)

 

  • As part of the Data Engineering team, responsible for implementing a config-driven approach in project development to streamline code enhancements and maintenance, increase adaptability, and reduce the likelihood of errors during deployment.
  • Work typically involves collaboration with senior data analysts by performing data transformation tasks and adding additional code features, synchronized with configurations for various alert use cases.
  • Collaboration on specialized sales strategies for the client's product lines, focusing on engaging healthcare professionals and Health Care Representatives across diverse regions to amplify sales strategies and optimize overall effectiveness in sales endeavors.
  • Active involvement in creating and designing various mappings, mapping tasks, and task flows, and executing them in Informatica Intelligent Cloud Services (IICS) to integrate CRM data with Snowflake. This integration facilitates further connections with Python to leverage Snowflake’s data storage and computing capabilities along with Python’s analytical prowess.

 

 

 

Industry: Energy Area: Technology and Testing

Service Line: Analytics & Cognitive

Experience: 01/2023 - 12/2023

Role: System Integration Tester

 

• As part of the SIT team, responsible for validating testcases for the data migrated from on-prem of the client to Azure using ADF.

• Work typically involved engaging in scrum calls, taking handovers from the developers, taking up the testing of R2F (Raw to Foundation), F2IO & E2E(end to end) objects.

• The validations generally involved tools and applications such as Synapse(cloud), Putty, Hive, SSMS & ODI developer in which I have been able to put to work my well-honed skills of SQL, PySpark and Python.

• Work also generally accompanied a lot of defect identifications wherever there were discrepancies with thorough assessment & subsequent articulation of the problem in the ADO board along with subsequent assignment to relevant developers of the code.

• Identified and rectified numerous defects through rigorous testing methodologies, ensuring optimal performance and cost-effectiveness of data pipelines.

• Provided strong suggestions for quick bug resolutions which typically required a strong grip of the ADF environment and a proficient knowledge on SQL as in many cases there needed to be code corrections in the ODI(On prem query) query itself may it be some misplaced rank logic or conditions provided, which were communicated by the professional to the client with clear documentation using Microsoft word by attaching all the necessary evidence screenshots and articulate rationales and reasonings behind the proposed changes.

• Taken initiatives to assist the PMO team to help automate some of their core activities to increase efficiency and streamline processes by developing scripts to automate some of the core tasks.

Education

Btech Mechanical Engineering

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