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Principal Data Scientist with over 7 years of experience in the full lifecycle of Machine Learning solutions, including strategy development, value discovery, code implementation, deployment, and monitoring. My expertise in ML and Optimization enables the creation of robust, accurate solutions, driving $3-10M in additional annual revenue per project. As a Data Science Manager, I have 4 years of experience in leading, hiring, and managing data science teams. I am capable of organizing team work under harsh deadlines and complex project scopes. ๐ ๐๐ฅ๐ฌ๐จ ๐๐ง๐ฃ๐จ๐ฒ ๐ก๐๐ฅ๐ฉ๐ข๐ง๐ ๐จ๐ญ๐ก๐๐ซ ๐๐๐ญ๐ ๐๐ซ๐จ๐๐๐ฌ๐ฌ๐ข๐จ๐ง๐๐ฅ๐ฌ ๐ ๐ซ๐จ๐ฐ ๐ข๐ง ๐ญ๐ก๐๐ข๐ซ ๐๐๐ซ๐๐๐ซ ๐๐ฒ: - Upgrading their CVs/LinkedIn - Providing 1:1 Career Mentoring - Sharing Free Practical ML Materials to support their technical growth ๐๐ฒ ๐๐๐ก๐ข๐๐ฏ๐๐ฆ๐๐ง๐ญ๐ฌ ๐จ๐ฏ๐๐ซ ๐ญ๐ก๐ ๐ฉ๐๐ฌ๐ญ ๐ฌ๐๐ฏ๐๐ซ๐๐ฅ ๐ฒ๐๐๐ซ๐ฌ: โ Increased by $60M+ customer revenue by delivering 4 real-time end-to-end ML solutions that optimized Metals and Mining assets. During the projects, successfully managing the team of 7 Data Scientists. The solutions showed 2.5%+ increase of plants throughput and stabilized by 25%+ of the product variability. โ Identified potential $50M customer revenue improvement by completing 5 bottleneck analysis projects for Tier-1 metals and mining companies, resulting in new projects with them. โ Increased by 1.2% oil and gas production for 2 clients by leading the from-scratch development of the "AI Oil Optimization Assistant" solution. This is an ML software for accurate prediction and optimization of oil and gas production in real-time by using advanced ML and Optimization algorithms. โ Grew and structured a DS team from 5 to 20 data scientists who formed 4 internal teams responsible for specific solution directions. โบ Tech Skills: Machine Learning | Data Science | AI | Data Analytics | Predictive Analytics | MLOps | Time Series | Anomaly Detection | Deployment | Optimization | Git | Kedro | MLFlow | Scikit-Learn | XGBoost | Numpy | Pandas | SHAP | Scipy | Docker โบ Soft Skills: Team Management | Leadership | Empathy | Project Management | Presentation Skills | Problem Solving | Stakeholder Management
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