Shrey Singh
@shreysingh1
Lead Data Engineer creating scalable Databricks and AWS data platforms that improve analytics, data quality, and stakeholder confidence.
What I'm looking for
I’m a Lead Data Engineer with 5+ years of experience designing and delivering scalable cloud-based data platforms for analytics, reporting, and AI-driven business initiatives. I specialize in Databricks, PySpark, SQL, AWS, API integrations, and data quality frameworks—built for trusted, production-ready outcomes.
At Axtria – Ingenious Insights, I lead omnichannel data platforms for 4 global pharmaceutical business units, enabling consolidated marketing performance reporting across 20+ integrated data sources. I designed and maintained 17 production-grade Databricks ETL pipelines (27 owned overall), integrating CRM, digital marketing, and third-party datasets to support enterprise reporting and analytics.
I’m hands-on with end-to-end ownership—from requirements → build → production. I implement automated validation, reconciliation, and monitoring frameworks that improve data quality, reduce manual verification effort, and raise stakeholder confidence, including automation that reduced manual effort by ~12 hours/week. I also serve as primary client-facing contact for solution design, issue resolution, status reporting, and release planning.
I’ve led sprint-based delivery with a team of 4 engineers, driving prioritization, risk management, and delivery governance. Previously, as an Associate Professional Software Engineer at DXC Technology, I developed and maintained SQL queries, supported batch job monitoring, and performed root cause analysis to ensure data accuracy and system reliability.
Experience
Work history, roles, and key accomplishments
Project Leader
Axtria - Ingenious Insights
Jul 2022 - Present (3 years 11 months)
Led an omnichannel data platform delivery for 4 global pharmaceutical business units, integrating 20+ data sources to enable consolidated marketing performance reporting. Owned 17 production-grade Databricks ETL pipelines (27 total), implemented automated validation/reconciliation to improve data quality, and reduced manual verification effort by ~12 hours/week while managing a 4-engineer sprint t
Developed and maintained SQL queries for enterprise data extraction, validation, and reporting requirements. Monitored batch jobs, investigated data issues, and performed root-cause analysis to support data accuracy and operational reliability.
Education
Degrees, certifications, and relevant coursework
Amity University, Noida
Bachelor of Technology, Computer Science & Engineering
2017 - 2021
Bachelor of Technology in Computer Science & Engineering from Amity University, Noida from 2017 to 2021.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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