Anna Stakhovskaia

GenAI & LLMs Services: Built hybrid data annotation pipelines (PyTorch), cutting costs 30-60%. Automated ML pipelines (Kubernetes, Docker), reducing deployment time 2×. Developed a FastAPI + vLLM server for real-time inference, speeding up experiments 50%. Set up Databricks & Airflow, built monitoring & cost tracking, cutting LLM expenses 65%. Recommender System: Improved ranking metrics 18%. Led 6 ML engineers, migrated system to Azure, ran A/B tests, and optimized processing, boosting reliability 40%.

Task Tracking (Yandex Tracker): Led a 12-person dev team, handling hiring, mentoring & performance reviews. Managed full app refactoring, transitioning from a proprietary framework to React, enabling a B2B relaunch & 30% sales growth. HR Tech Platform: Built a full-stack recruitment system (Node.js, React). Designed APIs & server components, optimized client performance (Lighthouse, Webpack), and set up monitoring & alerting, improving system reliability.