Olga Stupakova
Head of Ai & Data Science, Agentic Ai & Enterprise Transformation @Beiersdorf
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WORK HISTORY
Head of Ai & Data Science, Agentic Ai & Enterprise Transformation @Beiersdorf
Hamburg, DE
Leading a team of 13, I scale Generative AI and Agentic AI into production at Beiersdorf ($10B FMCG) — cutting manual decision-support by 40% across Finance, Sales, Supply Chain, and AI & Data Science at Beiersdorf ($10B FMCG, Nivea/Eucerin/La Prairie, 150+ countries). Leading a team of 13 through people management and cross-functional leadership across Data Science, Data Engineering, IT, and Business — translating Enterprise AI strategy into production-grade systems and driving change management across the organisation. Accomplished a 40% reduction in manual decision-support processes, as measured by KPIs / Success Metrics across Finance, Sales, Supply Chain and R&D, by deploying LLM (Large Language Models) and AI Agents-powered agentic workflows using Azure OpenAI, LangGraph, RAG (Retrieval-Augmented Generation), NLP, fine-tuning, and Databricks — scaling AI deployment from prototype to production in under 6 months using Agile program management. Accomplished rollout of 6+ Enterprise AI products including a finance decision-support agent, retail shelf analytics, patent intelligence tools, product attribute enrichment agents, and supplier risk intelligence systems, by leading technical program management and roadmapping across all workstreams, with APIs integration across multiple business platforms. Accomplished AI Governance framework and responsible AI practices, contributing to AI risk management, scope management, and operating model design through executive communication with senior leadership on AI investment priorities — applying data-driven decisions to prioritise the AI product roadmap. Accomplished seamless AI deployment into production environments at scale, as measured by zero critical rollback incidents, by establishing MLOps standards and budget management frameworks across multiple departments and regions.
EDUCATION
Finance University under the Government of the Russian Federation
Master's degree, international economic relations
SKILLS
ABOUT OLGA STUPAKOVA
I lead enterprise Generative AI and Agentic AI transformations — from strategy through production.Currently heading AI & Data Science at Beiersdorf ($10B FMCG, Nivea/Eucerin/La Prairie, 150+ countries), where I lead a team of 13 and drive adoption of Generative AI and Agentic AI across Finance, Sales, Supply Chain, and R&D. We ship LLM-powered agents using Azure OpenAI, LangGraph, RAG, and Databricks — reducing manual decision-support processes by 40% and scaling AI from prototype to production in under 6 months. I contribute to AI Governance and responsible AI practices, and partner with senior leadership on AI investment priorities.Before that, I spent 4 years as Strategic Program Director at Philip Morris International, running a $20M portfolio of Machine Learning and Applied Science initiatives. Built the PMO from scratch, delivered 8+ Data Science products including Churn Prediction, Lead Scoring, and Demand Forecasting — boosting marketing targeting accuracy by 50% and rebuilding the Data Warehouse and MDM infrastructure to make the enterprise AI-ready.Earlier, at Eufomex (Berlin), I led AI and DaaS projects for Tier-1 global asset managers and financial institutions — delivering +25% portfolio performance on Self-Indexing products and SFDRL2-aligned ESG compliance infrastructure.15+ years shipping AI and data products across financial services (Thomson Reuters, National Settlement Depository, Sberbank, VTB) — always at the intersection of technical depth and business execution.Skills: Generative AI · Agentic AI · LLM · Machine Learning · Enterprise AI · AI Strategy · AI Governance · Prompt Engineering · RAG · Fine-tuning · MLOps · Data Science · Applied Science · Program Management · Stakeholder Management · Executive Communication · Python · SQL · Azure OpenAI · LangGraph · B2B SaaS · DaaS · FMCG · FinTech
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