Senior Data Scientist
Current- Building RESTful APIs for serving model predictions (FastAPI)- Packaging predictive models into containerized services (Docker)- Automated deployment workflows (GH Actions)- Developing tests for detecting silent model failures- Developing tools for batch prediction and online prediction- Model monitoring in production- Designing project-specific ETL pipelines- Technical supervision for data science project teams- Technical training of data scientists (programming), advocating software engineering practices for analysts - Project management and communication- Maintaining numerous modelling pipelines and user support