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Jacob Sotimov

@jacobsotimov

Message

I build governed data platforms and reporting pipelines that make financial and operational data reliable.

Uzbekistan

Message

I've built centralized enterprise data warehouses at Soft Source Uzbekistan, bringing financial, operational, customer, sales, HR, accounting, CRM, ERP, API, and file-based data into reporting-ready platforms.

I design Star and Snowflake Schema models with SCD Type 1/2 and create metadata-driven ETL/ELT frameworks that standardize ingestion, transformation, validation, and loading across business domains.

My reconciliation and data-quality frameworks improved automated reporting accuracy to 99.9% across 40+ reporting workflows, while incremental loading reduced daily ETL execution time by more than 70%.

Previously at Soft Teco, I built dimensional models and pipelines processing billions of records, implemented governance controls, and documented data flows for analytics and reporting stakeholders.

Experience

Work history, roles, and key accomplishments

Data Engineer / BI Developer

Soft Source Uzbekistan

Jan 2024 - Jan 2026 (2 years)

Designed and built a centralized enterprise data warehouse consolidating financial, operational, customer, sales, HR, accounting, CRM, ERP, API, and file-based data into one reporting-ready platform. Built metadata-driven transformation frameworks and data-quality/reconciliation frameworks, lifting automated reporting accuracy to 99.9% across 40+ workflows.

Python SQL T SQL PySpark Snowflake Databricks Delta Lake Azure Data Factory SQL Server Microsoft Fabric AWS DBT Data Vault DAX Power BI Unity Catalog RBAC Git Azure DevOps CI CD

Data Engineer

Soft Teco

Jan 2023 - Jan 2024 (1 year)

Designed conceptual, logical, and physical data models for an enterprise data warehouse supporting downstream analytics and reporting. Built high-performance dimensional models and ETL/ELT pipelines processing billions of records, and implemented governance controls to ensure data trustworthiness.

Data Modeling ETL ELT Unity Catalog RBAC Data Masking Audit Logging Metadata Management Pipeline Monitoring Validation Source To Target Mapping Data Flow Diagrams

Education

Degrees, certifications, and relevant coursework

Soft Source Uzbekistan

Data Engineer / BI Developer, Data Engineering

2024 - 2026

Designed and built a centralized enterprise data warehouse consolidating financial, operational, customer, sales, HR, accounting, CRM, ERP, API, and file-based data into one reporting-ready platform.