Ekaterina Klemenkova

Intensive full-time program covering the full Data Science stack: data analysis (SQL, Pandas, NumPy), machine learning and deep learning including CNNs and RNNs (Scikit-learn, TensorFlow/Keras), and ML engineering (Docker, FastAPI, MLflow, GCP, BigQuery). Final project: ESA Spacecraft Anomaly Detection (Kaggle Team Project) Built a hybrid anomaly detection pipeline for multivariate spacecraft telemetry (~14M rows, 58 channels) in a team of 4. Achieved top-tier private leaderboard performance on the ESA-ADB

Focused on German language study from zero, English improvement, professional upskilling through self-directed learning and family responsibilities.

OctoNus Software Company specializes in manufacturing equipment and software for automating diamond processing and grading. In this field, the company is one of the two leaders and has clients in the USA, Belgium, India, Russia, China, and Africa, notably De Beers and GIA Participated projects: •“Helium Polish” - the most precise and popular polish diamond scanner, used invariably by diamond cutting factories, laboratories and dealers alike for building 3D models of cut diamonds. •“Galahad Compass” - an au

Graphics & Media Lab is one of the leading research teams in Russia focused on computer graphics, computer vision, and image/video processing. Supported by companies like Intel, Microsoft, Samsung, Huawei, and others. Projects: various projects allowing detection and precise localization of marks and calibration patterns in microscopy images.