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Bhumi daharwalBD
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Bhumi daharwal

@bhumidaharwal

I lead data quality engineering for enterprise lakehouse, cloud pipeline, and regulatory reporting platforms.

India
Message

What I'm looking for

I'm looking to lead data quality at scale as a Head of Data Quality, QA Engineering Manager, or Data Quality Architect, building governance, AI-augmented validation, observability, and audit-ready cloud data platforms.

I lead data quality engineering for enterprise lakehouse, cloud pipeline, and regulatory reporting platforms. Over 13+ years, I've delivered trusted data and release governance across banking, pharma, IoT, and cloud analytics.

At HTC Global Services, I govern TIAA's AWS, Snowflake, and Starburst lakehouse quality lifecycle, achieving 100% data consistency in mission-critical reporting pipelines. I introduced AWS Kiro-assisted ETL validation, reduced production incidents by over 40%, and cut reconciliation effort by 25%.

For HSBC, I owned quality assurance from Clarity through Google BigQuery to Qlik Sense, reducing pipeline data quality failures by 60% through automated validation and shift-left controls. I've also led quality strategy for SPX Technologies' AWS IoT analytics platform and governed Azure Databricks MLOps analytics releases for Unilever.

I combine advanced SQL and Python automation with practical leadership in data contracts, observability, reconciliation, and audit-ready release sign-off. My experience includes regulated platforms for Credit Suisse, Regeneron, PNC Bank, and John Deere Financial, where accurate, compliant data matters before it reaches decision-makers.

Experience

Work history, roles, and key accomplishments

HS
Current

Data Quality Engineering Lead

HTC Global Services

May 2026 - Present (4 months)

Governed end-to-end data quality lifecycle for TIAA's enterprise lakehouse, achieving 100% data consistency and reducing production incidents by over 40%. Pioneered AI-augmented ETL validation with AWS Kiro, accelerating regression cycles by 30%.

PS

Data Quality Lead – Cloud Data Pipeline

Purview Services

Mar 2024 - Nov 2025 (1 year 8 months)

Owned data quality assurance for HSBC's financial reporting pipeline, designing BigQuery validation frameworks and reducing pipeline failures by 60%. Validated Qlik Sense BI outputs and enforced data quality SLAs.

ES

QA Lead – Cloud Data Platforms

E-Zest Solutions

Feb 2023 - Jan 2024 (11 months)

Directed data quality strategy for high-volume IoT pipelines on AWS, building automated quality gates and reconciliation controls. Executed API contract and JSON schema validation across cloud analytics endpoints.

ST

Project Lead / QA Lead

Saama Technologies

Jul 2022 - Jan 2023 (6 months)

Owned data quality governance for Unilever's MLOps platform on Azure Databricks, executing Power BI validation and holding release sign-off authority to ensure zero data quality issues in production.

ST

Team Lead – ETL & Data Quality

Saama Technologies

Dec 2021 - Jun 2022 (6 months)

Led ETL data quality testing for Regeneron's clinical trial data warehouse, ensuring accuracy and integrity for regulatory submission. Validated PostgreSQL pipelines and Qlik Sense clinical dashboards.

WT

Senior Software Engineer – Data QA

Wipro Technology

Aug 2019 - Nov 2021 (2 years 3 months)

Governed data quality assurance for Credit Suisse regulatory reporting, leading backend validation on SQL Server and OBIEE. Established reconciliation controls that reduced compliance data risk and audit findings.

IN

IT Analyst – ETL QA Lead

Infosys

Aug 2018 - Aug 2019 (1 year)

Led ETL quality governance for John Deere Financial's data warehouse, validating fact and dimension loads and SCD type-2 logic. Designed SCD reconciliation controls that reduced reporting errors.

TS

IT Analyst – ETL & BI QA

Tata Consultancy Services

Sep 2012 - Aug 2018 (5 years 11 months)

Delivered end-to-end ETL and BI validation for PNC Bank's enterprise data warehouse over 6 years, building expertise in dimensional modelling and SCD. Governed UAT sign-off and regression testing on Teradata and OBIEE.

Education

Degrees, certifications, and relevant coursework

DA

DAMA

Certified Data Management Professional (CDMP), Data Management

DAMA Certified Data Management Professional (CDMP) – In Progress.

GA

Government College of Engineering, Aurangabad

Bachelor of Engineering, Information Technology

Bachelor of Engineering in Information Technology from Government College of Engineering, Aurangabad, completed in 2012.

IS

ISTQB

ISTQB Certified Tester – Foundation, Software Testing

ISTQB Certified Tester – Foundation certification.

TE

Teradata

Teradata 14 Certified, Database Technologies

Teradata 14 Certified professional certification.

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