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Aseem shaik

@aseemshaik

Data Engineer at Spring Oaks Capital building governed Snowflake pipelines and a RAG initiative supporting 10,000+ monthly interactions.

United States

Message

At Spring Oaks Capital, I design and own production ETL/ELT pipelines that bring operational databases, SaaS platforms, vendor feeds, and APIs into governed, analytics-ready datasets. I use Snowflake, Azure Data Factory, dbt, SQL, and Python, with attention to lineage, access controls, and data quality.

I also built and supported a production RAG initiative using AWS Bedrock and LangChain. It supports 10,000+ monthly interactions and reduced manual handling by 40%.

Previously, at PRA Group, I built and optimized financial-data pipelines processing 10+ TB daily at 99.9% reliability. At the University of Missouri-Kansas City, I worked directly with FERPA-protected SIS and LMS records for institutional reporting and analytics.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

Spring Oaks Capital

Dec 2023 - Present (2 years 10 months)

Designed and owned production ETL/ELT pipelines using Snowflake, Azure Data Factory, dbt, SQL, and Python. Built a RAG initiative using AWS Bedrock and LangChain, supporting 10,000+ monthly interactions and reducing manual handling by 40%.

Snowflake Azure Data Factory DBT SQL Python AWS Lang Chain RAG Embeddings Vector Search RBAC Data Masking CI CD Git GitHub Actions Azure DevOps Agile Jira

Data Engineer & BI Analyst

PRA Group

Aug 2022 - Dec 2023 (1 year 4 months)

Built and optimized high-volume ETL/ELT pipelines across Snowflake, SQL Server, Azure Data Factory, SSIS, and Microsoft Fabric, processing 10+ TB of financial data daily at 99.9% reliability. Integrated Salesforce and other enterprise applications through REST/SOAP APIs.

Snowflake SQL Server Azure Data Factory SSIS Microsoft Fabric SQL Python PySpark REST APIs SOAP APIs Power BI Tableau Git Azure DevOps QA Testing

Graduate Assistant, Data & Institutional Reporting

University of Missouri-Kansas City

Aug 2021 - Aug 2022 (1 year)

Extracted, validated, reconciled, and documented SIS and LMS data for institutional reporting and analytics. Worked with FERPA-protected student records, applying controlled access and privacy-aware handling.

SQL Data Validation Data Reconciliation FERPA Data Governance Dashboarding Source To Target Mapping

Data Engineer II

Fidus Professionals Private Limited

Jul 2019 - Jul 2021 (2 years)

Built ETL/ELT pipelines connecting CRM, HR, ERP, financial, and healthcare-client systems using SQL, Python, and REST/SOAP APIs. Created source-to-target mappings, data-quality checks, and Power BI reporting.