Vera Karolida

Background

About Vera Karolida

Head of AI Products with deep expertise in developing and scaling B2B/B2C products using AI/ML solutions AI/ML expertise: Search & recommender systems, Information Retrieval (IR), Natural Language Processing (NLP), Demand, promo, pricing forecasting, Clickstream behavior analysis Technical expertise: Machine Learning & Deep Learning: Skilled in both supervised and unsupervised learning, including neural networks (CNNs, RNNs, LSTMs, transformers), probabilistic models, Bayesian inference, and reinforcement learning. Proficient in model evaluation techniques such as cross-validation and A/B testing. Natural Language Processing (NLP): Experienced in tokenization, embeddings, and transformer models. Data Science & Statistical Analysis: Strong background in statistical methods (hypothesis testing, regression), data wrangling, feature engineering, time-series forecasting, and anomaly detection. AI/ML Model Lifecycle Management, Deployment & Monitoring: Expertise in MLOps for production model deployment, scaling, and monitoring. Familiar with model interpretability methods (LIME, SHAP) and tools like MLflow, Kubeflow, and SageMaker. Product skills: Product Lifecycle Management, Product Strategy & Vision Development, Customer Discovery and Research, Market and Competitive Analysis, MVP development, Product-market fit, Product analytics, Leading cross-functional teams Industries: AI & Data Analytics, E-commerce/Retail, Ed-Tech I leverage a blend of technical and business expertise to enhance team dynamics and deliver exceptional end-products.