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OBJECTIVE
Young and motivated data-driven individual with 5+ years of experience in strategic planning, corporate finance and
real estate operations. Currently working at Raiffeisen Bank International in Risk Data Integration, leveraging data
analytics and automation to optimize financial and operational processes. Developed expertise in financial data
modeling, machine learning, and risk and asset management through roles at British American Tobacco, Imperial
Tobacco, Erste Bank Group, RBI and Metinvest. A graduate of a top UK university, with advanced technical proficiency
in tools like Python, Power BI, and SQL, and strong multilingual capabilities (C1 German, native Ukrainian, English, and
Russian). Seeking to apply analytical and AI/ML skills to solve complex business challenges and drive innovation in the
data science field.
EDUCATION
IMC Krems University of Applied Sciences, Austria 2024 – 2025
Master(Part-Time), Digital Business Innovation and Digital Transformation
• Data Science with R and Python: Statistics, CLT, Hypothesis Testing, Probability and Sampling, AB Testing,
Increasing Test Sensitivity, Ratio Metrics
• Data Visualization: Tableau, PowerBI
• ML Deployment Models, CI/CD
• Digital Economy & Business Models, Financial Modelling
City University of London, Bayes Business School, London, UK 2020 – 2023
BSc (Hons), Business Management, Digital Innovation & Entrepreneurship
• Differential Calculus
• Data Structures & Algorithms
• Deep Learning: Fully Connected NN, CNN, RNN, LSTM, Transformers, Transfer Learning
• Classic & Advanced Machine Learning: Supported/Unsupported, Ensembles, NNs
• Python: Pandas, Seaborn, PySpark
• SQL
• Econometrics: Regressions, Time Series, Fitting Distributions
• Business Strategy Analysis, Finance, Financial Markets Courses, Accounting
Ridley College, St. Catharines, ON, Canada 2017 – 2020
International Baccalaureate Diploma Programme
• Linear Algebra, Calculus, Mathematical Analysis
• Computer Science Course (Java, OOP)
• Computer Science Graduate Internal Assessment on Managing Databases
• Mathematics Graduate Internal Assessment on Capital Asset Pricing Model
• Scholarship for High SSAT Score (2017)
• Ontario Scholar for Obtaining 88% Average (2020)
• Economics Course (Macroeconomics, Microeconomics, Econometrics)
• Investment Club Member (2018 - 2020)
WORK EXPERIENCE
Raiffeisen Bank Ukraine January 2025 – Ongoing
Corporate Risks Business Analytics Expert
• Mapping and automatization of banking business processes
• Development of documentation regarding the assessment of credit, market, liquidity and operational risks
Raiffeisen Bank International, Vienna, Austria August 2024 – August 2025
Risk Data Integration Audit
• Conducted audits on risk data integration processes, ensuring compliance with regulatory standards and data
integrity
• Analyzed large datasets to identify inconsistencies and optimize data pipelines using advanced tools like SQL and
Python
• Collaborated with cross-functional teams to streamline risk reporting and enhance data quality for predictive risk
modeling
• Developed dashboards and automation solutions in Power BI, improving data visualization and accessibility for
decision-makers
• Assisted in implementing machine learning models to detect anomalies and predict potential data risks
Erste Group, Vienna, Austria May 2024 – June 2024
Audit Risk Specialist
• Internal and External Audit of IT Systems: evaluated IT systems and ensured compliance with security and regulatory
standards
• Assessed the effectiveness of IT controls, identifying vulnerabilities and recommending actionable improvements to
mitigate risks
• Analyzed data integrity and system performance within financial applications to support reliable risk reporting and
decision-making
• Collaborated with cross-functional teams to streamline audit processes using advanced data analysis tools and
methodologies
Imperial Tobacco, Vienna, Austria February 2023 – March 2023
Consumer Marketing Insights Analyst
• Measured marketing effectiveness by analyzing consumer data and campaign performance metrics
• Utilized statistical models to assess ROI and identify trends in customer behavior
• Processed and visualized large datasets using Python and Excel to support data-driven marketing strategies
• Collaborated with marketing teams to optimize campaigns based on predictive insights
British American Tobacco, Vienna, Austria June 2023 – December 2023
Strategic Planning & Insights / Supply Chain
• Led corporate finance projects, developing advanced Volume-Weighted Average Price and P&L models for financial
forecasting
• Designed and optimized sales reporting processes, delivering actionable insights through data modeling and market activity
reviews
• Automated business reporting workflows using Power BI, achieving a 20% reduction in data processing time
• Implemented an interactive market board integrated with real-time databases, enhancing data accessibility and decision-
making efficiency
• Applied statistical analysis and machine learning techniques to forecast market trends and improve supply chain efficiency
Metinvest, Kyiv, Ukraine July 2019 – August 2019
Intern Project Manager, Assistant
• Automated primary documentation processes with Excel macros, accelerating order processing by 30%
• Conducted market research and developed data-driven presentations on the welded pipe market, enabling strategic
resource allocation that increased sales by 25%
• Designed a comprehensive product map of the metallurgical industry, enhancing client engagement with an expanded
product range
• Implemented personalized email communication strategies using data analysis to target corporate client preferences,
improving potential customer coverage
Fenix (Hybrid, remote during studies in Canada), Chernivtsi, Ukraine 2017 – 2022
Assistant to Director of Real Estate
• Transitioned from a real estate agent role to supporting the Director of Real Estate with asset management and
property acquisition processes
• Developed legal documentation for securing credit lines and private financing for real estate development projects
• Designed and implemented Power BI dashboards showcasing Key Performance Indicators such as ROA, ROE, RWA,
and client retention, enhancing data-driven decision-making during negotiations
• Synthesized data for ESG reports, evaluating construction site sustainability and improving credit ratings
• Prepared investor and shareholder presentations, including investment proposals for capital attraction
• Managed sales center operations for new residential complexes, leveraging media advertising, website forms, and
client communication to optimize lead generation
• Spearheaded website development for real estate projects through Python & Django, focusing on UI/UX design, SEO,
Social Media Marketing, and the integration of interactive 3D models of properties
Languages: Native proficiency in Ukrainian, Russian & English; C1 proficiency in German
Technical Skills: PySpark, TensorFlow, ScikitLearn, NumPy, Matplotlib, PyTorch, Seaborn, Theano, Keras, SQL, Data
Visualization with Power BI & Tableau, Information Systems Auditing, Controls and Assurance by The Hong Kong
University of Science and Technology, Introduction to Business Intelligence by Corporate Finance Institute, Linux
Commands and Shell Scripting by IBM, Auditing I: Conceptual Foundations of Auditing by University of Illinois
Urbana-Champaign, Certified Internal Auditor (CIA) Part 1 – Full Study Course by Adrian Resag, Market Risk
Management: Frameworks & Strategies by New York Institute of Finance, SAP, Microsoft Office, Advanced Excel,
Cloud Computing, Investment Management with Python and Machine Learning, Java, Proficient in Technical and
Fundamental Analysis, Investment Research, Prior Experience in Both: Stock and Cryptocurrency Markets
Many more please see here
Certifications: Studied for Chartered Financial Analyst and BCS Designations
OTHER ACTIVITIES & INTERESTS
Chernivtsi Musical School №2, Piano 2008 – 2016
• Graduated with distinction
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