Zurich, Zurich, Switzerland
Machine Learning Engineer with a focus on MLOps, specialized in design and development of Deep learning (CV and NLP) solutions.
- Development and maintenance of machine learning products for fraud detection in car insurance industry - E2E development (data preparation/training/deployment) of computer vision (object detection) models - E2E development of document parsing service based on MLLMs - Working in GCP including e.g. Cloud Runs, Vertex AI pipelines, Big Query
Selected projects: - Genmab - Building a DataBricks platform to process, segment and classify large WSI microscope images - Heureka - Retail product query categorization and relevance ranking for an international e-commerce price comparison tool, CICD pipelines development - Driverama - Real time car appraisal model including prediction intervals, monitoring and automatic retraining
Selected projects: - Visiobelle - Product enabling dermatologists simulation of dermal filler treatments using computer vision in real time (https://www.visiobelle.com/) - Shelf Inspector - Product aimed at monitoring instore on-shelf availability and price reading using computer vision (https://www.shelfinspector.com/)
- Worked on automation and extension of Statistical Monitoring of KB portfolio from the risk perspective