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Avinash Kumar

Bangalore, Karnataka, India

Avinash Kumar

Data Analyst / Engineer

Data analyst with 5+ years of experience across data engineering, data governance, and cloud-based analytics.

  • Python
  • SQL
  • Azure Data Factory
  • Azure Synapse
  • Tableau
  • Power BI
View ExperienceExplore ProjectsDownload ResumeContact Me

About

My work sits where data engineering, data governance, and analytics meet: building pipelines and data models, keeping data consistent and trustworthy, and turning it into dashboards and insights that stakeholders can act on.

A recurring thread in my work is automating manual processes, improving data accuracy, and strengthening data quality and compliance tracking.

Career journey

  1. 2021: Started as an Analyst at Capgemini, working on cloud migration and data visualization projects with Sisense and Periscope Data.
  2. 2023: Moved up to Senior Analyst at Capgemini, leading cloud migration initiatives on Azure Data Factory, Data Lake, and Synapse.
  3. 2023: Joined the Data Governance team at Wipro (Blackstone), automating workflows with Python and building Tableau dashboards.
  4. Today: Finance Risk Warehouse Associate at JPMorgan Chase & Co., working on risk data architecture and data quality pipelines.

Technical focus

  • Cloud data engineering

    Azure Data Factory, Data Lake, and Synapse for cloud migration, ETL pipelines, and near real-time analytics.

  • Data governance and quality

    Master Data Management and Alation to keep data consistent, resolve integrity issues, and track compliance.

  • Analytics and BI

    SQL and Python with Tableau, Power BI, and Sisense to deliver dashboards and insights to stakeholders.

Goals

  • Earning the AWS Certified Data Engineer certification, which I'm currently preparing for.

Experience

Where I've worked and what I've worked on.

  1. Finance Risk Warehouse Associate

    JPMorgan Chase & Co.

    Jun 2026 - Present · Bengaluru / Gurugram, India

    • Managing risk data architecture, enterprise warehouse analytics, and data quality pipelines for risk reporting.
    • Collaborating with cross-functional finance and analytics teams to support compliance, risk metrics modeling, and scalable data workflows.

  2. Analyst

    Wipro (Blackstone)

    Jul 2023 - Jun 2026 · Gurugram, India

    • Automated manual workflows using Python scripts, reducing processing time and improving data accuracy.
    • Maintained data consistency through Master Data Management (MDM) as part of the Data Governance team.
    • Built Tableau dashboards and wrote SQL queries to deliver actionable insights to stakeholders.
    • Identified and resolved data integrity issues, improving system-wide data trust.
    • Python
    • SQL
    • Tableau
    • Master Data Management (MDM)

  3. Senior Analyst

    Capgemini

    Jan 2023 - Jul 2023 · Mumbai, India

    • Led cloud migration initiatives using Azure Data Factory, Data Lake, and Synapse.
    • Developed ETL pipelines and data models to support near real-time analytics.
    • Collaborated with business users to align data architecture with compliance standards.
    • Created project documentation and training guides to enable smooth knowledge transfer.
    • Azure Data Factory
    • Azure Data Lake
    • Azure Synapse
    • ETL

  4. Analyst

    Capgemini

    Jun 2021 - Jan 2023 · Bengaluru, India

    • Contributed to cloud migration and data visualization projects using Sisense and Periscope Data.
    • Supported AWS-based initiatives and built a foundational understanding of cloud services and best practices.
    • Defined data mapping, transformations, and analytics strategy across teams.
    • Sisense
    • Periscope Data
    • AWS

Skills

The tools and technologies I work with, grouped by area.

  • Programming & Scripting

    • Python
    • Bash
    • C++

  • Data Analysis & Analytics

    • SQL (Advanced)
    • Pandas
    • Snowflake

  • Cloud Data Engineering

    • Azure Data Factory (ADF)
    • Azure Data Lake Storage (ADLS)
    • Azure Synapse
    • AWS
    • AWS SageMaker

  • Data Governance & Catalog

    • Master Data Management (MDM)
    • Alation

  • Data Visualization & BI

    • Tableau
    • Power BI
    • Sigma
    • Sisense
    • Periscope Data

  • Professional Skills

    • Stakeholder communication
    • Problem solving & root cause analysis
    • Documentation & knowledge transfer
    • Cross-team collaboration
    • Analytical thinking & attention to detail
    • Ownership and delivery focus

Projects

Selected work across cloud migration, data governance, and analytics.

  • Cloud Migration for Data Platform Modernization

    Migrated legacy on-premises systems to Azure with scalable ETL pipelines and Power BI reporting.

    • Migrated legacy on-prem systems to Azure and built scalable ETL pipelines.
    • Created Power BI dashboards enabling real-time analytics and reporting.
    • Azure Data Factory
    • Azure Synapse
    • Azure Data Lake
    • Power BI

  • Data Governance Automation

    Automated manual governance tasks and built dashboards to track data quality and compliance.

    • Automated manual governance tasks and improved compliance reporting.
    • Built dashboards for tracking data quality and resolved critical data issues.
    • Python
    • SQL
    • MDM
    • Tableau

  • Analytics Visualization Migration

    Modernized legacy dashboards to improve usability and accessibility across teams.

    • Modernized legacy dashboards and improved usability and accessibility across teams.
    • Sisense
    • Periscope Data
    • SQL

Education & Certifications

My academic background and professional credentials.

Education

  • B.E. (Hons) in Computer Science (Information Security)

    Chandigarh University

    Jul 2017 – May 2021

    • Specialized in Information Security with a foundation in data protection and encryption.
    • Completed projects in data analysis, Python, SQL, and cloud technology applications.
    • Participated in tech fests and coding challenges, strengthening collaboration and analytical skills.

Certifications

  • AWS Certified Cloud Practitioner

    Amazon Web Services

    Issued Dec 2025

  • AWS Certified AI Practitioner

    Amazon Web Services

    Issued Aug 2026

  • AZ-900: Microsoft Azure Fundamentals

    Microsoft

Resume

A one-stop summary of my experience, skills, and education.

Avinash Kumar - Resume

PDF

Download ResumeView Resume

Contact

The best way to reach me is by email or LinkedIn.