About Olga
- Strategic vision + solid execution: I speak both "product" and "data"
- Good understanding of business, product, and growth challenges
- Experienced in simplifying and aligning stakeholders, even non-technical ones
- Strong experience in Tableau, as well as in analytical structuring and data storytelling
- Clarify your KPIs to track what truly matters?
- Make better product decisions using your data?
- Make your dashboards readable, adopted, and actionable?
French
Native or bilingual
English
Native or bilingual
Russian
Native or bilingual
Experience
- Aviv GroupLead Product AnalystSOFTWARE PUBLISHINGAugust 2023 - Today (2 years and 10 months)Paris, FranceAs aLead Product Analystat AVIV Group (SeLoger, Immowelt, Immoweb,...), here is an overview of my current projects:#1 Creation of an Analytical Framework to Track Ad Sorting Performance (1M+ ads, 25M+ monthly users)Achievements:
- Definition of KPIs and prioritization based on impact and feasibility
- Cleaning of data from 20+ sources
- Creation of an automated pipeline to consolidate backend and GA4 data (solo + supervision of a Data Engineer)
- Development of aninteractive dashboard in Tableauwith dynamic filters to segment data by market, source, and ad category
Tools:Tableau, SQL, Google Analytics 4, AWS, Python, DataGripImpact:Implementation of the first global ad performance tracking tool for Germany and France. Allows for pricing adjustments and steering the strategy for ad sorting and visibility products (boosts).#2 Implementation of an Analytical Framework for A/B Tests on Ad SortingAchievements:- Definition of audiences, success metrics, and control metrics
- Implementation of necessary GA4 tracking
- Creation of SQL queries for integrating backend and GA4 data
- Development of an interactive dashboard to track test results and interpret findings
- Validation of the setup via A/A test
- Analysis of current performance and recommendations for A/B tests
Tools:Tableau, SQL, Google Analytics 4, AWS, Firebase, DataGripImpact:Creation of the first A/B testing platform with a customized analytical framework. Effective steering of the ad sorting strategy through A/B tests.***My other missions also include creating Tableau dashboards and data analysis, as well as supervising and mentoring colleagues (juniors) and consulting on Data Science projects. - yulaaFounderSeptember 2022 - June 2023 (9 months)
- Consulting for entrepreneurs to define and track key business KPIs
- Leading masterclasses on digital tools: Notion, Zapier, Google Analytics, etc.
- Simplifying data on Instagram to democratize data usage in small organizations
- BNP Paribas Personal FinanceData ScientistBANKING AND INSURANCEMarch 2016 - July 2022 (6 years and 4 months)Development of scores - statistical models for risk management: scoping with business teams, data extraction and preparation, modeling, documentation, production deployment, and performance monitoring.Business Impact:3 internal research projects integrated into group methodology, modeling standards written and deployed.International Collaboration:projects conducted for the UK, Germany, Spain, Romania (2-month assignment on-site), South Africa, Ukraine, and others.Knowledge Transfer:design of a Python training on an internal package, leading workshops, mentoring 2 interns.Model Governance Expertise:6-month assignment within the Model Risk Control team (audit, compliance, documentation, risk management).Communication:internal and external presentations (up to 100 people), simplifying results for diverse audiences.
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Education
- Master's degree in Economic and Financial Risk EngineeringUniversity of Bordeaux2016