Володимир

Volodymyr Mykulanynets
Data Analyst
Lviv, Ukraine
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About Me
With a background in game development, I have a deep understanding of product development and how individual features affect user
behavior. I transitioned into data analytics to focus on solving business problems through data, applying technical expertise and product
thinking to uncover insights. I’m genuinely passionate about working with data and aim to use it to drive real business growth and better
decision-making.
Technical Skills
SQL & Databases: SQL, PostgreSQL, Data Modeling (Star Schema), ETL
BI & Visualization: Power BI, DAX, Tableau, Excel / Google Sheets (Advanced)
Programming: Python (Pandas, NumPy), C#
Analytics Methods: A/B Testing, Product Metrics, Funnel & Cohort Analysis, Statistics
Tools: Git, Amplitude
Languages: English – B2

Work Experience
Oxiwyle March 2024 – October 2025
Game Developer
• Owned end-to-end analytics instrumentation for strategy titles — integrated Amplitude event tracking and defined key product

metrics, enabling data-driven analysis of user behavior, funnel drop-off, and purchase patterns.
• Ran competitor benchmarking and proposed in-game item bundles based on data insights; presented findings and recommendations

to stakeholders, driving a 200+ transaction increase in the first month post-launch.
Boosteight June 2023 – January 2024
Game Developer
• Designed and tested product/mechanic changes against retention and engagement KPIs, delivering +20% 7-day retention and

+30% rewarded ad engagement.
• Partnered cross-functionally with the Product Manager on competitor analysis and player-engagement data, translating findings into

prioritized roadmap decisions.
Projects
Olist Analysis | SQL, Power BI, DAX Personal Project
• Cleaned and modeled raw e-commerce data with SQL (PostgreSQL) into a Star Schema, building custom DAX measures for a

Power BI reporting layer.
• Uncovered that 83% of revenue comes from high-ticket, single-item purchases against just 3.04% customer retention — flagging a

retention-vs-acquisition risk for the business.
• Isolated delivery delay as the primary driver of 1-star reviews, quantifying its impact as a 50% reduction in subsequent product

sales volume.
Prozorro Analysis | Python, Tableau Personal Project
• Analyzed 291K+ public procurement lots in Python to identify the key drivers of budget savings.

• Built an interactive Tableau dashboard benchmarking efficiency by category and region, surfacing the highest-potential areas for cost

optimization.
E-Store Analysis | Excel Personal Project
• Performed ABC analysis by profit contribution across product categories to prioritize inventory and marketing focus.

• Modeled profitability by category, region, and channel (offline/online), quantifying seasonal revenue swings to inform planning.

MA 2 – President Simulator | Game Development, Analytics SDK Integration Commercial Project
• Core developer on a 7-person team; owned SDK/analytics integrations and key feature performance for a successful App Store

launch.
Education
Kyiv National University of Trade and Economics 2021 – 2025
Bachelor’s in Computer Science Ukraine
Mate Academy
Data Analyst Course