Summary
Overview
Work History
Education
Skills
Accomplishments
Languages
Timeline
Generic
Angela Bogdanovska

Angela Bogdanovska

Senior Data Enginer And Database Architect

Summary

Experienced Data Engineer skilled in designing and implementing scalable data solutions on AWS and Azure. Proficient with AWS services like Glue, DMS, Redshift, and managing workflows with Airflow and Astronomer. Adept at building data warehouses on AWS RDS (Aurora) and Azure Synapse Analytics, and automating processes with Azure Data Factory. Utilized Python and SQL in a machine learning project for predictive analytics, delivering actionable insights.

Overview

8
8
years of professional experience
7
7
years of post-secondary education

Work History

Senior Data Engineer, Architect and Team Lead

LendingTree
02.2024 - Current
  • Lead Architect, Solution Designer, Senior Data Engineer, and Team Lead for end-to-end development of scalable database architecture.
  • Directed deployment of Airflow and Astronomer for advanced data orchestration.
  • Implemented CI/CD pipelines in GitLab Cloud to streamline development and deployment processes.
  • Authored and optimized Python scripts for DAGs, ensuring seamless data flow.
  • Delegated tasks to team members and oversaw database performance with a focus on monitoring and continuous improvement.

Senior Data Engineer

BlueCloud
12.2023 - Current

IT consulting firm & technology service provider

Senior Data Engineer and Data Engineering Team Lead

Hewlett Packard Enterprise
12.2021 - 12.2023
  • Developed end-to-end data pipelines (ETL and ELT) and established data warehousing solutions from scratch.
  • Integrated diverse data sources, including relational and non-relational databases (SFTP, MongoDB, Hadoop, Snowflake, Oracle, AWS, PostgreSQL), APIs, JSON, and CSV/TSV files.
  • Utilized third-party providers like Adobe, Salesforce, and SAP for data extraction and integration.
  • Performed data transformations using Python and SQL for effective processing of raw data.
  • Implemented automated data pipelines, executed daily, leveraging tools such as Azure, Airflow, Dataiku, and Talend to facilitate data integration and loading into the PostgreSQL data warehouse.

Senior Data Engineer

Cience USA
01.2022 - 06.2022
  • Orchestrated the complete setup of a data warehouse in AWS RDS Aurora PostgreSQL, toke sole responsibility of the crucial decisions related to selecting appropriate CPU configurations, instances, memory allocation, and storage units
  • Established the foundation of the data warehouse and successfully make the migration data from Snowflake as well as like a primary data source
  • Created accounts and connections for the rest of the engineers and subsequently handed over the data warehouse for ongoing maintenance.

Data Engineer

NLB Macedonia
08.2019 - 12.2021
  • Designed and implemented a robust ETL pipeline using Azure services, including Azure Blob Storage, Cosmos DB, Data Factory, and SQL Database or Synapse Analytics.
  • Automated data extraction, transformation, and loading processes with Azure Data Factory, ensuring efficient integration and high performance.
  • Managed data warehousing and analytics, delivering a scalable and secure solution optimized for advanced reporting and business intelligence.

Data Engineer

AWS project
07.2017 - 08.2019
  • Architected a comprehensive ETL pipeline using AWS services, including S3, DynamoDB, Glue, and DMS, to build a scalable Data Warehouse hosted on AWS RDS (Aurora).
  • Automated data migration using Schema Converter and AWS DMS from an existing database.
  • Streamlined data extraction, transformation, and loading with AWS Step Functions and AWS Glue, ensuring seamless integration, high performance, and secure data management.
  • Optimized data querying and analysis using AWS Aurora, supporting advanced analytics and reporting.

Intern in Data Management

Deutsche Telekom
02.2017 - 07.2017
  • Supporting other data engineers in building data-warehouse pipelines, mostly taking care or roles and watching the already existing data pipelines.

Education

Bachelor of Science - Electrical Engineering and Computer Technologies (BSc)

Ss. Cyril And Methodius University
04.2015 - 04.2020

Master of Science - Software Engineering And Data Machine Learning

Ss. Cyril And Methodius University
04.2020 - 04.2022

Skills

Python

SQL (MySQL, T-SQL, PostgreSQL, Oracle)

ETL Tools: AWS Glue, Azure Data Factory, Talend, Dataiku, Astronomer

Data Warehousing: AWS RDS (Aurora), AWS Redshift, Azure SQL Database, Synapse Analytics, Snowflake

Databases: PostgreSQL, Oracle, DynamoDB, Redshift, MySQL, MSSQL

Data Storage: AWS S3, Azure Blob Storage, MongoDB, Hadoop

Data Integration: AWS DMS, Apache Airflow, Astronomer

CI/CD (Gitlab)

Machine Learning, TensorFlow

Team Lead

Jira

Accomplishments

  • High school valedictorian
  • Over 50 awards in mathematics, physics and informatics

Languages

Macedonian
Proficient
C2
English
Proficient
C2
Spanish
Proficient
C2
French
Intermediate
B1
German
Intermediate
B1

Timeline

Senior Data Engineer, Architect and Team Lead

LendingTree
02.2024 - Current

Senior Data Engineer

BlueCloud
12.2023 - Current

Senior Data Engineer

Cience USA
01.2022 - 06.2022

Senior Data Engineer and Data Engineering Team Lead

Hewlett Packard Enterprise
12.2021 - 12.2023

Master of Science - Software Engineering And Data Machine Learning

Ss. Cyril And Methodius University
04.2020 - 04.2022

Data Engineer

NLB Macedonia
08.2019 - 12.2021

Data Engineer

AWS project
07.2017 - 08.2019

Intern in Data Management

Deutsche Telekom
02.2017 - 07.2017

Bachelor of Science - Electrical Engineering and Computer Technologies (BSc)

Ss. Cyril And Methodius University
04.2015 - 04.2020
Angela BogdanovskaSenior Data Enginer And Database Architect