Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I am a data engineer with extensive experience in designing core and customer-extended data warehouses to enable financial, management, and customer-facing reporting. I work across source systems, database engineering, and performance tuning to meet real-time and complex analytics requirements, with a strong focus on banking data integration, payment screening, and large-scale data platforms. I combine hands-on technical skills with business insight to deliver reliable, data-driven systems that support decision-making across industries. I am proficient in SQL Server, Snowflake, Oracle, and cloud data platforms (GCP, AWS, Azure), with deep expertise in PySpark, Python, DBT, and DevOps practices to deploy scalable, compliant data pipelines. I enjoy collaborating with cross-functional teams to translate complex data into actionable insights and to build robust data architectures that scale with business needs.…I am a data engineer with extensive experience in designing core and customer-extended data warehouses to enable financial, management, and customer-facing reporting. I work across source systems, database engineering, and performance tuning to meet real-time and complex analytics requirements, with a strong focus on banking data integration, payment screening, and large-scale data platforms. I combine hands-on technical skills with business insight to deliver reliable, data-driven systems that support decision-making across industries. I am proficient in SQL Server, Snowflake, Oracle, and cloud data platforms (GCP, AWS, Azure), with deep expertise in PySpark, Python, DBT, and DevOps practices to deploy scalable, compliant data pipelines. I enjoy collaborating with cross-functional teams to translate complex data into actionable insights and to build robust data architectures that scale with business needs.

Evgeny Shebanin

Cloud Developer, DevOps Developer, Database Developer





I am a data engineer with extensive experience in designing core and customer-extended data warehouses to enable financial, management, and customer-facing reporting. I work across source systems, database engineering, and performance tuning to meet real-time and complex analytics requirements, with a strong focus on banking data integration, payment screening, and large-scale data platforms. I combine hands-on technical skills with business insight to deliver reliable, data-driven systems that support decision-making across industries. I am proficient in SQL Server, Snowflake, Oracle, and cloud data platforms (GCP, AWS, Azure), with deep expertise in PySpark, Python, DBT, and DevOps practices to deploy scalable, compliant data pipelines. I enjoy collaborating with cross-functional teams to translate complex data into actionable insights and to build robust data architectures that scale with business needs.…I am a data engineer with extensive experience in designing core and customer-extended data warehouses to enable financial, management, and customer-facing reporting. I work across source systems, database engineering, and performance tuning to meet real-time and complex analytics requirements, with a strong focus on banking data integration, payment screening, and large-scale data platforms. I combine hands-on technical skills with business insight to deliver reliable, data-driven systems that support decision-making across industries. I am proficient in SQL Server, Snowflake, Oracle, and cloud data platforms (GCP, AWS, Azure), with deep expertise in PySpark, Python, DBT, and DevOps practices to deploy scalable, compliant data pipelines. I enjoy collaborating with cross-functional teams to translate complex data into actionable insights and to build robust data architectures that scale with business needs.

Available to hire

I am a data engineer with extensive experience in designing core and customer-extended data warehouses to enable financial, management, and customer-facing reporting. I work across source systems, database engineering, and performance tuning to meet real-time and complex analytics requirements, with a strong focus on banking data integration, payment screening, and large-scale data platforms. I combine hands-on technical skills with business insight to deliver reliable, data-driven systems that support decision-making across industries.

I am proficient in SQL Server, Snowflake, Oracle, and cloud data platforms (GCP, AWS, Azure), with deep expertise in PySpark, Python, DBT, and DevOps practices to deploy scalable, compliant data pipelines. I enjoy collaborating with cross-functional teams to translate complex data into actionable insights and to build robust data architectures that scale with business needs.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Advanced

Finnish

Beginner

Russian

Fluent

Work Experience

Data Engineer at Data Matters LTD

August 1, 2025 - November 21, 2025

BI platform design for medium businesses, including product concept and technical stack. Defined microservices (Docker, Kubernetes), AirFlow and Python-based ingestion, GCP datalake, ClickHouse as the data warehouse, and Metabase for BI. Led Docker infrastructure design, designed operational data stores for non-SQL sources, ingested pipelines, and built a GCP datalake. Created Metabase dashboards and established a scalable data platform. Current role with complete product rollout and initial implementations.

Ctrl-M and Big data engineer at Santander Bank

July 1, 2025 - July 1, 2025

Maintained Ctrl-M jobs for QlikSense and AWS Glue applications. Set up Ctrl-M jobs, designed AWS Glue jobs with PySpark, configured AWS Athena, implemented GitHub Actions for CI/CD, and prepared AWS infrastructure (S3, Lambda). Developed Lambda with PySpark logic and implemented a data quality framework to support robust releases.

MP Data Engineer at NovoNordisk

April 1, 2025 - April 1, 2025

Migrated data pipelines from Python-based AWS EC2 deployments to Databricks. Engineered Databricks pipelines, created service accounts, and developed Azure DevOps pipelines for deploying bundles. Refactored PySpark pipelines for multi-use and multi-environment setups and established multi-user configuration in Azure DevOps. Designed Azure SQL for interim storage of trial data.

Cloud GCP Engineer at Deutsche Boerse AG

December 1, 2024 - December 1, 2024

GCP data platform setup for SAP and HR sources. Implemented BigQuery DWH with ingestions and integration with Cloud Data Fusion. Created Terraform plans and maintained GitHub actions with Terraform scripts. Built a data lake for SAP sources using Google Cloud Storage, Pub/Sub, and Cloud Functions. Evaluated Cloud Composer costs and developed a Python framework for API processing.

ETL Engineer at Bayer

January 1, 2023 - January 1, 2023

Data forecasting engine rollout. Wrote forecast scripts in Python and R; performed data engineering with Databricks extractions, Talend ETL integrations with Databricks; analyzed SAP data (HANA) and conducted data incident investigations. Designed SAP data extraction, developed Talend jobs with REST API calls, and managed PostgreSQL data housekeeping and Java extensions for Talend ETL.

Data Engineer at AerLingus

December 1, 2023 - December 1, 2023

SnowFlake-based data warehousing with Data Vault 2.0 modelling. Built REST APIs in AWS API Gateway with JWT tokenization. Engineered ETL pipelines to ingest data into Snowflake and maintained AirFlow pipelines. Implemented MVP to integrate Snowflake DWH with Salesforce and optimized Lambdas for data extraction from Snowflake.

Ctrl-M Data Engineer at Associated Bank (US)

August 1, 2023 - August 1, 2023

Maintained Ctrl-M batch jobs for enterprise DWH. Performed data modelling (Data Vault 2.0 on Snowflake). Designed data ingestion pipelines and resolved incidents.

SnowFlake Data Engineer at River Island

June 1, 2022 - June 1, 2022

Snowflake DWH rollout and migration from Oracle EDW. Analyzed source data, designed Snowflake data mart extensions, participated in solution evaluation (dbt onboarding), and supported Oracle EDW releases.

Data Engineer at TPC Consulting Prague

March 1, 2022 - March 1, 2022

Digital analytics DWH engineering for analytics studio. Designed R data pipelines, maintained data pipelines and storage, built data delivery layer, and created Python data validation scripts.

Big Data Engineer at Large Nordic Bank

November 30, 2020 - November 30, 2020

Feb 2020 – Nov 2020: Hadoop DWH design and data ingestion using Hive, Impala, Beeline; PySpark-based CDC; Pig scripting; Oozie jobs; Docker-based deployments; data modelling for loan data; implemented CDC framework and data ingestion patterns. Sep 2021 – Dec 2021: Advanced data warehouse work for invoicing; performance optimization; further data modelling.

Data Modeller at Allianz Technology Germany

August 1, 2021 - August 1, 2021

Data Vault 2.0 modelling for enterprise DWH; custom extensions for car insurance reporting; performance review of data vault extractions; refine Kafka (KSQL) logic and data architecture communication with enterprise architects; Python data validation scripts; SQL queries for Oracle sources.

Freelancing Data Engineer at Solar Monkey

July 1, 2020 - July 1, 2020

GCP data platform setup to consolidate GIS data; Python-based GIS data transformations and ingestions to GCP Cloud Storage; Dockerized Python pipelines; data architecture communication with enterprise architects.

Data Engineer at Kone

February 1, 2020 - February 1, 2020

AWS Redshift-based data warehouse rollout and integration of sales data sources; Data Vault 2.0 modelling; Agile Data Engine pipelines; Azure DevOps deployment pipelines; performance optimizations.

DevOps and BI Engineer at NashDeveloper

July 1, 2024 - July 1, 2024

On-demand BI environment migration; Kubernetes cluster with Helm and Lightdash setup; migrated QlikSense logic to DBT; migrated BI to Lightdash; DBT setup with PostgreSQL as target DB.

Data Engineer at Quartal Financial Service

April 1, 2019 - April 1, 2019

Investment commission engine rollouts and customizations; requirements engineering; Oracle-based data modelling; reporting design with DevExpress; involvement in core product enhancements.