Ekaterina Kamenistakova

Ekaterina Kamenistakova

Senior SAP Analytics/BI Consultant
MBA, Data & Management

Updated

Prague, Czech Republic
SAP Analytics Cloud Embedded Analytics S/4HANA SAP BW SQL CDS Views MCP Server Power BI
17+
years in SAP analytics
370+
business users on one platform
10k+
users on Deloitte CRM rollout across multiple countries
DHL
2006
SAP
2005–08
Con4PAS
2008–17
IBM
2017–24
Freelance
2024+

About

I build analytics solutions that people actually use. I've owned entire reporting areas end-to-end, from CDS views and HANA models to SAC dashboards used by hundreds of people daily. More recently, I've been delivering Power BI dashboards for clients who need fast, visible results outside the SAP ecosystem.

Currently completing my MBA in Data & Management, adding Python and Databricks to my toolkit. The analytics world doesn't stand still and neither do I.

Open Source

Dev Team Maturity & Performance — Claude Skills

Open source · MBA thesis prototype

Two governed Claude Agent Skills that turn a raw Jira export into an explainable engineering-maturity analysis: deterministic KPIs, rule-based pattern detection, and interventions drawn only from a fixed catalog. Every number traces back to the data — nothing is invented.

View on GitHub ↗
Task-level KPI evidence table from the maturity engine — stage, dev days, cycle time, and stage breakdown per Jira task
Every KPI is backed by visible, task-level evidence — ask "why is cycle time red?" and the engine shows its work.

Community

ELC — Engineering Leaders Community

Active member · helps operate

Central Europe's largest network of engineering and product leaders: 2,000+ members across Prague, Brno, Bratislava, and Kraków. I'm an active member and help keep the meetups running behind the scenes.

Engineering Leaders Community

Experience

SAP Analytics/BI Consultant

Freelance · 2024 to Present

Executive Analytics: Development Performance

Power BI · Eurowag, Trinity Bank, Dr. Max

  • Designed executive-level dashboards for C-level stakeholders to monitor development team productivity and delivery performance.
  • Introduced KPI-based transparency across teams, giving management a structured way to evaluate and compare performance.
  • Contributed to measurable improvement within ~3 months. Team productivity score rose from 3.7 to 7.1 out of 10.
  • Replaced delayed, manual evaluation with near real-time visibility into performance gaps.
  • Enabled data-driven performance reviews at both team and executive level.
  • Integrated analytics pipelines with MCP Server endpoints, enabling AI agents to query live performance data directly from dashboards.

SAP Analytics/BI Consultant, IBM/Freelance

2017 to Present

Cost Transparency & Financial Reporting

SAC · CDS · HANA · International reinsurance client

  • Owned the analytics solution for cost transparency and direct expense reporting in an international reinsurance environment.
  • Built the full stack, from CDS-based data modeling and HANA logic to SAC dashboards used by ~370 business users.
  • Developed 5 complex SAC dashboards that became part of regular financial and operational decision-making.
  • Rebuilt the reporting architecture from scratch, improving maintainability and cutting report runtime by 30–50%.
  • Reduced dependency on Excel-based processes by 20–40% and enabled near real-time data availability.
  • Developed CDS Views directly in S/4HANA, reducing reliance on BW layers where they weren't needed.
  • Served as primary contact for business stakeholders, covering requirements, issue resolution, and continuous improvements.

SAP Consultant, Con4PAS

Prague · 2008 to 2017

  • Deloitte Central Europe · SAP BW & CRM consultant. CRM implementation for Marketing, BW reporting, planning with BSP and IP, custom extractors in ABAP, support and training. Used by 10k+ users in multiple countries.
  • RWE · SAP BW implementation, BW reporting, custom extractors in ABAP.
  • ČEZ, a.s. · SAP CRM enhancement for B2B utility processes. BW reporting and training for the customer.
  • Saudi Ceramic Company · SAP Cloud for Customer implementation, integrated with SAP ERP via HANA Cloud Integration.
  • Gulf Medical Co. · SAP Cloud for Customer implementation, integration with SAP ERP via SAP PI.
  • CERVA GROUP · SAP Cloud for Customer implementation, data and system integration via SAP PI.
  • SIKO koupelny · SAP Cloud for Customer, data and system integration via SAP PI with custom process modifications.
  • EON · SAP CRM support process implementation and ABAP development.
  • Ministry of Agriculture CR · Deputy Project Manager. Delivery and support of SAP ERP, State Central registers integration.

SAP PI Consultant & Business Analyst, SAP Czech Republic

2005 to 2008

  • SZIF, State Agricultural Intervention Fund · Integration and interface team leader. Data and system integration, SAP PI implementation, team coordination.
  • State Central registers integration and external partner communication.
  • Business analysis of customer processes, implementation review, and SAP CRM testing.

BI Analyst, DHL IT Services Centre

Prague · 2006

  • Data migration project: SQL scripts preparation, data quality analysis, reporting data preparation.
  • Collaborated with programmers on specifications and scenario-based data validation.