Ruslan Bogatyrev
@0002563
Senior data analyst turning complex data into trusted, automated analytics solutions.
What I'm looking for
I’m an analytics professional with 6+ years of experience delivering value-based analytics solutions in state-level regulated reporting and high-data-integrity environments. I combine business understanding with SQL/Python and data visualization to help teams make decisions with confidence.
Across VEKAS and CRPT, I’ve built and improved analytics used for integration quality monitoring and financial/regulatory reporting. I prepared monthly/quarterly regulatory reports, built 20+ data marts in ClickHouse, and reduced report generation time (45s to 5s) by optimizing complex SQL with window functions and joins.
I’m strongly focused on data quality: I automated SQL tests and integrity checks, performed root cause analysis, and eliminated duplicates (including via Kafka streams). In practice, I reduced reporting discrepancies by 40% and found root causes behind 15% of discrepancies (e.g., timeouts and idempotency issues).
I act as a bridge between IT, Product, and business stakeholders—from requirements and documentation (BRD/SRS/user stories) to UAT and strategic planning. With my understanding of analytics/ML techniques (A/B testing, cohort analysis, anomaly detection) and deep comfort in Python (Pandas, NumPy, SciPy), I move quickly from audit to automation and UAT-ready recommendations.
Experience
Work history, roles, and key accomplishments
Data Analyst / System Analyst
VEKAS
Dec 2024 - Present (1 year 6 months)
Built Power BI-ready dashboards in Grafana/Redash to monitor integration quality across 5 distributed systems, including conversion, error rates, and p95 latency. Wrote complex SQL and used Python (Pandas) for automated data quality checks, reducing report generation from 45s to 5s and identifying root causes of 15% discrepancies.
BI Analyst / Data Analyst
CRPT
May 2021 - Aug 2024 (3 years 3 months)
Prepared monthly and quarterly regulatory reports for government bodies and built 20+ ClickHouse data marts for financial reporting. Automated reconciliations with SQL and Python, reducing manual effort by 70% and reporting discrepancies by 40%, and ran A/B tests (t-test), cohort/retention analysis, and anomaly-focused checks.
Lead Specialist-Expert
Federal Ministries & Agencies
Sep 2018 - May 2021 (2 years 8 months)
Produced leadership reporting sourced from 10+ organizations, performing data validation and reconciliation under tight deadlines. Built Excel-based models and VBA-like batch automation (formulas/batch files) to streamline recurring reporting workflows.
Education
Degrees, certifications, and relevant coursework
Financial University under the Government of the Russian Federation
Master's degree, State and Municipal Property Management
Earned a master's degree in State and Municipal Property Management in 2020, building a strong foundation in financial and regulatory concepts.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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