Aug 2024 – May 2025 · 9 mos

• Created incremental dbt models in Snowflake to process millions of records. Integrated freshness alerts and dbt tests to ensure reliable, real-time data availability for AI-driven use cases.
• Designed and managed Data Streams to ingest millions of records from Snowflake (via zero-copy), S3 Buckets, and CRM into Data Lakes as part of a Data Cloud Implementation. Built Search Indexes for unstructured data, implementing chunking and indexing strategies to enhance retrieval, enabling Agentforce Data Libraries to power AI-driven solutions.
• Led a large-scale data deletion project, successfully identifying, modeling, and deleting 60 million records from a client's Salesforce Org without ETL tools, optimizing data modeling, governance, and retention while ensuring compliance and cost efficiency.

Jun 2022 – Jul 2024 · 2 yrs 1 mo

• Developed a Python-based application for cross CRM and Database migrations between SQL Server, Salesforce, Databricks, HubSpot, MySQL, and Pipedrive. Leveraged a PyQt5-based GUI for customizable migration settings, including data mappings, error handling, migration parameter control, and selective data migration, ensuring seamless integration across multiple platforms.
• Created a Python-based data-deduplication algorithm to detect and remove duplicates within a Salesforce Org. Significantly improved data quality, optimized system performance, and enhanced user experience.
• Implemented a large-scale data migration into Salesforce Financial Services Cloud. Transformed and migrated millions of records using SQL and DBAmp, while ensuring data integrity and upholding stringent compliance standards.

Aug 2021 – May 2022 · 9 mos

• Managed end-to-end ETL for a complex Salesforce Non-Profit Success Pack Data Migration project with millions of records, ensuring impeccable data integrity and exceptional results.
• Created advanced algorithms using SQL, Automation Studio, and Journey Builder in the Marketing Cloud. Streamlined marketing and data management for real-time, triggered, and scheduled campaigns, enhancing marketing effectiveness.

Feb 2021 – Jul 2021 · 5 mos

• Worked on the Salesforce CRM, focusing on Apex, Aura, and Lightning Web Components, contributing to the development and enhancement of client applications.