Vinay Kumar Kandagatla
@vinayuser9
I build Databricks Lakehouse and PySpark pipelines that automate high-volume data stewarding and analytics.
IndiaWhat I'm looking for
At Cognizant, I build agentic data-stewarding and process-automation pipelines for high-volume enterprise data. I engineered entity resolution across 2.7M+ Redshift records, delivering a 10x efficiency gain over manual review.
I deploy ML and automation workflows to validate company hierarchies, including an SVM classifier trained on 30K records and a knowledge base built from 3.5M+ Dun & Bradstreet and GLEIF records. I also orchestrate GitHub Copilot through a custom MCP server and automate review routing with Power Automate and SharePoint.
I build Azure Databricks Lakehouse platforms using Delta Lake, PySpark, Delta Live Tables, Auto Loader, Unity Catalog, and Power BI. My work spans streaming and batch ingestion, schema evolution, governed data pipelines, SCD Type 1 and 2 transformations, and executive dashboarding.
Experience
Work history, roles, and key accomplishments
Engineered an agentic entity-resolution and data-stewarding pipeline validating parent-child company relationships across 2.7M+ Redshift records, driving a 10x efficiency gain. Deployed an SVM classifier and built a compressed knowledge-base model to auto-classify relationship pairs, while orchestrating GitHub Copilot via a custom MCP server for batch validation.
Data Engineer Intern – Healthcare MDM ETL
Designed ETL workflows to integrate and standardize Doctor, Clinic, and Hospital datasets across staging and target layers. Implemented data cleansing, validation, and transformation rules to ensure data quality and load master data into the MDM hub.
Education
Degrees, certifications, and relevant coursework
Anurag University
Bachelor of Technology, Computer Science and Engineering
2021 - 2025
Grade: 8.48/10
Pursued a Bachelor of Technology in Computer Science and Engineering, achieving a CGPA of 8.48/10.
Sri Chaitanya Junior College
Board of Intermediate Education, Intermediate
2019 - 2021
Grade: 9.5/10
Completed Board of Intermediate Education with a CGPA of 9.5/10.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Website
github.com/vinay4k8Job categories
Skills
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