Architecting enterprise-scale data infrastructure spanning 7 countries at Creditsafe. Expert in Data Vault 2.0, AWS, Azure DevOps, Snowflake, and modern data engineering tools. Delivered solutions for Fortune 500 clients across regulated industries.
Data Engineer with 5+ years of experience architecting enterprise-scale data infrastructure and leading cross-functional teams. Currently at Creditsafe (Dec 2024 - Present), architecting data infrastructure spanning 7 countries using Data Vault 2.0 and DBT, managing multi-billion record financial datasets with automated testing frameworks reducing production incidents by 40%. Accelerated product delivery 60% through AI release automation and CI/CD pipelines, executing 20+ zero-downtime production releases.
Previously Lead Data Engineer at Kipi.ai (Jan 2022 - Aug 2023), engineered production-grade options pricing platform delivering Black-Scholes analytics and Greeks computation, enabling traders to assess $10M+ portfolio exposure with sub-second response times. Built high-throughput distributed pipelines processing 10M+ records daily with 90% latency reduction, and implemented blockchain-backed transaction integrity system securing $50M+ transaction volume.
As Software Engineer at Tata Consultancy Services (Aug 2020 - Jan 2022), designed enterprise-scale ETL pipelines ingesting high-volume banking datasets supporting $100B+ asset portfolios, delivering real-time risk analytics and regulatory reporting (SEC, FINRA, Basel III, CCAR) for Tier-1 financial institutions. Built dimensional data models using Kimball methodology reducing report generation time by 50%, and implemented comprehensive data quality frameworks improving data accuracy by 35%.
MSc Computer Science graduate from University of Glasgow (2023-2024). Expert in Data Vault 2.0, Apache Spark, Terraform, Kubernetes, and modern cloud-native data architectures. Certified in Snowflake SnowPro Core (2022-2024), Matillion ETL (2022-2025), and AWS Data Engineer-Associate.
Data Engineer at Creditsafe
Team Lead & Data Architecture Expert
MSc Computer Science, University of Glasgow (2023-2024)
United Kingdom
Architected enterprise-scale data infrastructure spanning 7 countries at Creditsafe using Data Vault 2.0 architecture and DBT transformations, managing multi-billion record financial datasets with full historical auditability. Implemented automated testing frameworks and data quality validations reducing production incidents by 40%. Built event-driven ETL orchestration using Airflow and AWS Glue processing millions of records daily with incremental loading and CDC strategies.
Accelerated product delivery by 60% and reduced approval cycles from weeks to days through AI release automation, CI/CD pipelines, and Azure DevOps integrations at Creditsafe. Executed 20+ zero-downtime production releases across Oracle, MySQL, and Aurora with automated rollback strategies. Optimized AWS cloud infrastructure (Redshift, Lambda, S3, Glue, Athena, EMR) using Terraform and infrastructure-as-code reducing monthly costs by 25% while improving query performance 3x.
Built event-driven ETL orchestration using Airflow and AWS Glue processing millions of records daily with incremental loading and CDC strategies at Creditsafe. Powered real-time credit risk analytics, fraud detection, and business intelligence dashboards for Fortune 500 clients across regulated industries. Maintained strict 99.9% uptime SLAs for mission-critical financial applications with auto-scaling infrastructure.
Engineered production-grade options pricing platform at Kipi.ai delivering Black-Scholes analytics, implied volatility calculations, and Greeks computation (Delta, Gamma, Vega). Enabled traders to assess $10M+ portfolio exposure and hedge positions in real-time with sub-second response times and 99.5% accuracy. Built high-throughput distributed data pipelines using Apache Spark processing 10M+ records daily with 90% latency reduction.
Implemented blockchain-backed transaction integrity system at Kipi.ai using Ethereum smart contracts and Solidity securing $50M+ transaction volume. Provided immutable audit trails and cryptographic proof-of-execution reducing compliance audit findings by 25% and enabling regulatory dispute resolution. Migrated legacy infrastructure to cloud-native Snowflake/Redshift architecture improving system uptime from 95% to 99.5% while doubling feature release velocity.
Designed enterprise-scale ETL pipelines at TCS ingesting high-volume banking datasets supporting $100B+ asset portfolios, delivering real-time risk analytics, performance attribution, and regulatory reporting (SEC, FINRA, Basel III, CCAR) for Tier-1 financial institutions across North America and EMEA regions. Built dimensional data models using Kimball methodology with star/snowflake schemas reducing report generation time by 50%.
I'm always interested in new opportunities and collaborations in Data Engineering. With experience architecting enterprise-scale data infrastructure spanning 7 countries, delivering solutions for Fortune 500 clients, and managing $100B+ asset portfolios, I'm ready to take on challenging projects and drive innovation in data engineering!