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Mohit GaikwadMG
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Mohit Gaikwad

@mohitgaikwad

Data Engineer at ICICI Prudential AMC who migrated 50+ Oracle databases into Unity Catalog and optimized Azure data pipelines.

India
Message

At ICICI Prudential AMC, I architected Azure data engineering infrastructure and migrated 50+ legacy Oracle databases into Unity Catalog, improving governance and auditability.

I designed a Medallion Architecture framework with Delta Lake and developed ETL/ELT pipelines that handled 40M+ records per batch. I also optimized cloud costs by 20–25% while maintaining performance SLAs.

I developed a Customer Profiler Summary that brought together transaction, customer, and scheme data to create a unified investor view. Its classification logic supports segmentation by investor type, risk category, investment behavior, and activity.

Earlier, at Tech Mahindra, I contributed to ETL pipelines and cloud workflow migrations, and led a Power BI team for a year that delivered an automated Knowledge Transition Plan dashboard. I’ve also worked with Databricks Genie for conversational analytics and used Git and Azure DevOps for data engineering deployment workflows.

Experience

Work history, roles, and key accomplishments

IA
Current

Deputy Manager- Data Engineer

ICICI Prudential AMC

Oct 2024 - Present (2 years 1 month)

Architected and standardized Azure data engineering infrastructure, led migration of 50+ legacy Oracle databases to Unity Catalog, and designed Medallion Architecture framework. Developed and optimized ETL/ELT pipelines handling 40M+ records per batch, achieving cost reductions and enabling business use cases.

Education

Degrees, certifications, and relevant coursework

SE

Sanjivani College of Engineering

Bachelor of Engineering, Computer Engineering

2015 - 2019

Grade: 6.83/10.0

Bachelor of Engineering in Computer Engineering from Sanjivani College of Engineering, with a CGPA of 6.83/10.0.

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