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Konstantin LofichenkoKL
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Konstantin Lofichenko

@konstantinlofichenko

I build scalable data platforms, graph-based identity solutions, and reliable analytics pipelines.

United States
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What I'm looking for

I'm looking to solve complex data integration and modeling challenges on reliable, scalable platforms, collaborating with cross-functional teams to turn data into valuable business insights.

I'm building scalable data pipelines for an Identity Graph platform at a marketing technology company, enabling customer identity resolution, community detection, and customer intelligence.

I design Neo4j graph models, Cypher workflows, and Graph Data Science solutions, while using Airbyte, Python, SQL, Kafka, BigQuery, dbt, AWS, and Google Cloud Platform to deliver cloud-native data products.

Across banking and technology, I've led reporting teams and delivered enterprise data warehouses, ETL processes, financial reporting, risk analytics, and Oracle-based integration solutions with a focus on reliability, maintainability, and business value.

Experience

Work history, roles, and key accomplishments

Marketing Technology Company logoMC

Data Engineer

Oct 2022 - Jun 2026 (3 years 8 months)

- Designed, developed, and maintained scalable data pipelines supporting an Identity Graph platform for customer identity resolution and customer intelligence - community detection logic.
- Designed and implemented the Neo4j graph data model to represent complex customer identity relationships and enable identity resolution at scale.
- Developed and optimized Cypher queries, graph traversals, and

BKC Group logoBG

Team Lead (Data & Reporting)

Sep 2019 - Sep 2022 (3 years)

- Led a team of 5 developers delivering financial calculation and reporting solutions.
- Coordinated project planning, task allocation, and delivery to ensure projects were completed on schedule.
- Designed and implemented ETL processes for extracting and loading financial data from multiple source systems.
- Developed data transformation logic using Microsoft SQL Server and stored procedures to s

Promsvyazbank logoPR

SAP BI Analyst

Jan 2011 - Aug 2019 (8 years 7 months)

- Designed and implemented enterprise Data Warehouse solutions on SAP BW.
- Developed data models for retail and corporate banking domains including loans, deposits, savings accounts, repos, and treasury.
- Defined ETL rules for extracting, transforming, and loading data from multiple banking systems.
- Partnered with business users to ensure data quality and reporting accuracy.
- Developed SAP BE

Promsvyazbank logoPR

Kamakura Risk Management Analyst

May 2008 - Dec 2010 (2 years 7 months)

- Participated in the implementation of Kamakura Risk Management for enterprise risk analysis.
- Gathered business requirements and prepared Business Requirement Documents (BRDs) for market risk, credit rating, and provisioning processes.
- Designed ETL workflows for loading data from banking systems into the risk platform.
- Extended the application database schema to support custom reporting req

Raiffeisen Bank Russia logoRR

DWH / BI Analyst

Aug 2006 - Apr 2008 (1 year 8 months)

- Participated in the implementation of an enterprise Data Warehouse based on Oracle dimensional modeling.
- Performed source system analysis and data mapping across core banking, retail, card processing, lending, deposits, and payment systems.
- Designed ETL mapping specifications for IBM DataStage development.
- Conducted data quality analysis and validation throughout the ETL lifecycle.
- Desig

Luxoft logoLU

Senior Oracle Developer

Nov 2005 - Jul 2006 (8 months)

- Developed Oracle PL/SQL solutions as part of a CRM implementation project for Deutsche Bank.
- Designed and implemented database objects including tables, views, packages, procedures, triggers, and indexes.
- Built ETL processes to import data from external systems using SQL*Loader and custom PL/SQL.
- Produced functional and technical specifications for database components.
- Collaborated close

Education

Degrees, certifications, and relevant coursework

KU

Kennedy-Western University

Master's degree, Computer Science

1999 - 2001

MS

Moscow State Technological University "Stankin"​

Engineer's Degree, Электромеханические технологии/электромеханика

1983 - 1989

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