Sreekesh Vadakekara
@sreekeshvadakekara
Data Engineer with 8+ years building scalable cloud-native ETL/ELT and Snowflake platforms for reliable analytics.
What I'm looking for
I’m a Data Engineer with 8+ years of experience building scalable data platforms and cloud-native ETL/ELT pipelines for financial systems. I specialize in Snowflake, PySpark, and distributed data processing, and I’m driven by measurable improvements in reliability, performance, and operational efficiency.
At LTIMindtree, I helped design architecture and migrate 180+ datamarts from Sybase IQ to Snowflake—eliminating production instability and boosting platform reliability. I rebuilt 150+ ETL workflows into Snowpark-based ELT pipelines, cutting runtime by 30–40%, and created a metadata-driven ingestion framework that reduced onboarding time by 50%.
I also focused deeply on performance and quality: optimizing Snowflake with clustering and warehouse tuning improved query performance by 35%, while data quality pipelines reduced production incidents by 45%. I designed archival strategies for 5TB+ of historical data for regulatory compliance, automated financial reporting to reduce manual effort by 80%, and mentored junior engineers on the new Snowflake-based Data Warehousing architecture.
Experience
Work history, roles, and key accomplishments
Contributed to the architecture and migration of 180+ datamarts from Sybase IQ to Snowflake and rebuilt 150+ ETL workflows into Snowpark ELT pipelines, reducing runtime by 30–40%. Optimized Snowflake performance (35% faster queries), reduced production incidents by 45%, and automated financial reporting pipelines to cut manual effort by 80%.
Developed ETL pipelines for trade processing with validation and enrichment logic, reducing reconciliation errors by 95% through automated data validation. Created mapping and transformation documentation for regulatory reporting.
Maintained 99.5% SLA compliance across 100+ batch workflows and reduced recurring incidents by 40% through root cause analysis and fixes.
Education
Degrees, certifications, and relevant coursework
University of Mumbai
Master of Science in Information Technology, Information Technology
M.Sc. in Information Technology from the University of Mumbai in Mumbai, India.
University of Mumbai
Bachelor of Science in Information Technology, Information Technology
B.Sc. in Information Technology from the University of Mumbai in Mumbai, India.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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