Dmytro

DMYTRO MALIOVANYI
Product Analytics | Decision Science | Data & Engineering
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EXECUTIVE SUMMARY
Product analytics professional with a software engineering background, operating in a regulated real-money iGaming environment.
Partners with executive, commercial, and compliance stakeholders to deliver the KPI frameworks, forecasting models, and
behavioural analyses that inform decisions on promotions, retention, and bonus strategy. Combines that analytical grounding with
hands-on platform engineering experience, including architecting a promotional engine that remains in production use today.

CORE COMPETENCIES
Product Analytics: KPI frameworks, executive reporting, behavioural analysis, customer segmentation, cost-efficiency & ROI analysis
Forecasting & Decision Science: Regulatory impact modelling, promotion cost-efficiency forecasting, predictive modelling
Data & Analytics Tooling: SQL, Python (pandas, scikit-learn, seaborn), BigQuery, ClickHouse, Tableau, Fullstory
Engineering & Platforms: Java, Kotlin, Docker, AWS (ECS, RDS, CloudWatch), Flyway, Maven, Gradle
Compliance & Risk Analytics: GDPR & AML monitoring, certified CPRNG implementation, regulatory audit support
Leadership: Cross-functional team leadership, Agile/Scrum delivery, Product Owner & stakeholder alignment

PROFESSIONAL EXPERIENCE

Data Analyst | Pragmat.tech Feb 2024 – Present
Partners with executive leadership on product, marketing, retention, and bonus strategy through recurring and ad-hoc data analysis in a
fast-moving, regulated product environment.
• Partnered with executive leadership to deliver recurring and ad-hoc KPI analyses that directly informed marketing, retention, and
bonus strategy decisions.
• Ran continuous evaluation of promotions, bonuses, and user segmentation, enabling evidence-based prioritisation in a fast-
changing product environment.
• Built predictive models quantifying the commercial impact of incoming regulatory changes, giving leadership advance visibility
into risk and cost exposure.
• Forecasted cost-efficiency for new promotional mechanisms ahead of launch, supporting more disciplined investment decisions.
• Monitored GDPR- and AML-related product features on an ongoing basis, supporting compliance audits and regulatory readiness.

Java Team Lead | Pragmat.tech Dec 2021 – Jan 2025
Led a cross-functional engineering team while architecting core promotional platform capabilities still in production use today.
• Led a cross-functional engineering team, ensuring on-time delivery of features and releases in a regulated, high-availability product
environment.
• Architected and built a configurable promotional engine from scratch — supporting wagering-triggered, time-triggered, and event-
triggered mechanics — now a reusable platform capability underpinning multiple promotional campaigns.
• Implemented and certified a cryptographically secure random number generator (CPRNG) service to meet regulatory compliance
standards.
• Developed OCR-based document verification to automate manual identity checks, reducing manual review effort.

Java Developer | Vimmi Ltd Aug 2019 – Dec 2021
• Contributed to CDN development supporting platform-wide content delivery.
• Built a custom ELK plugin integrating with Graphviz to enable visual analysis of log and system data.
• Developed a service for visualising system structure, configurations, and dependencies, improving engineering visibility into
complex systems.
• Built a custom ffmpeg filter enabling real-time streaming for live meetings.

Scrum Master | Vimmi Ltd Mar 2021 – Dec 2021
• Managed team processes and sprint scopes, maintaining clear task documentation throughout delivery cycles.
• Acted as the primary bridge between the engineering team and Product Owner, aligning delivery with product priorities.

SELECTED PROJECTS
Promotional Platform (Jackpot / Prize Engine)
Designed and built a configurable promotional engine from scratch, supporting time-, wager-, and event-triggered mechanics. Remains in
active production use across multiple promotional campaigns.
Regulatory Impact Modelling
Built predictive models to quantify the commercial impact of upcoming regulatory changes ahead of implementation.
Compliance-Certified CPRNG Service
Implemented and certified a cryptographically secure random number generator meeting regulatory compliance standards.
OCR Identity Verification
Built an OCR-based document verification pipeline that automated previously manual identity checks.
Behavioural & KPI Analytics
Delivered recurring, executive-facing analyses across promotions, bonuses, and user segmentation to support strategic decision-making.

EDUCATION
Vinnytsia National Technical University
Master's in Computer Science - 2023
Bachelor's in Computer Science - 2022