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Isha Srivastava

@ishasrivastava1

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Data Engineer with 3 years' experience building scalable pipelines and cloud migrations.

India

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What I'm looking for

I seek data engineering roles focused on building scalable pipelines, cloud migrations, automation, and cross-functional collaboration to deliver measurable business impact.

I am a data engineer with three years of global experience delivering ETL pipelines, cloud migrations, and data architectures that drive business outcomes. I specialize in Python, SQL, GCP and AWS, and have built automated workflows and matching algorithms that reduced manual effort and improved accuracy.

At Accenture I contributed to migrating 20 PB of data to Google Cloud and implemented validation procedures that ensured source-to-target consistency; at UW–Madison I developed backend systems and optimized matching logic that cut manual effort by 80%.

I collaborate closely with stakeholders to translate requirements into scalable solutions, automate processes, and surface actionable insights through visualization and analytics. I seek roles where I can continue to build robust data platforms and deliver measurable impact.

Experience

Work history, roles, and key accomplishments

Data Engineer

SAM IT Solutions

Sep 2025 - Oct 2025 (1 month)

Developed an end-to-end ML pipeline on AWS for customer behavior analysis, enabling automated RFM segmentation and K-means clustering that improved classification accuracy by 25%.

Python AWS Machine Learning ETL RFM Analysis K Means Data Pipelines Automation

Data Architecture & Backend Developer

University of Wisconsin-Madison

May 2024 - Dec 2024 (7 months)

Built backend components and RESTful APIs and designed a normalized relational schema to consolidate multi-source data, creating matching algorithms that reduced manual effort by 80% and improved placement accuracy.

Python RESTful APIs SQL Database Design Data Integration Backend Development Data Consolidation

Data Engineering Associate

Accenture

May 2021 - Jul 2023 (2 years 2 months)

Led migration of 20 PB from on-prem Hadoop to Google Cloud using InfoWorks, built data pipelines and validation procedures, and improved an encryption tool workflow raising efficiency 52% and reducing rework 35%.

Google Cloud Platform Hadoop ETL Data Migration SQL Data Validation Stakeholder Management

Data Analyst Intern

Tech Mahindra

Jan 2021 - Apr 2021 (3 months)

Developed Python analytical frameworks to process large financial datasets and created Power BI visualizations that produced actionable insights to enhance the client’s predictive model.

Python Power BI Data Analysis Financial Data Pandas Data Visualization ETL

RPA Intern

Motherson Technology Services

Jul 2020 - Aug 2020 (1 month)

Built an automated web-scraping solution using UiPath to deliver personalized news alerts, increasing client website traffic by 17% and improving customer engagement.

RPA Web Scraping Automation Python Customer Engagement Data Extraction ETL

Education

Degrees, certifications, and relevant coursework

University of Wisconsin-Madison

Master of Science, Information Science

2023 - 2025

Grade: 4.0/4.0

Activities and societies: Capstone and projects in data engineering, cloud resource optimization, and analytics; internships in data architecture and backend development.

Master of Science in Information Science with a 4.0/4.0 CGPA, completed coursework and projects focused on data engineering, cloud optimization, and analytics.