Data Scientist

Use cases

• Fine-Tuning Llama 3 or Mistral on Domain Data
• Deploying RAG Applications with Mosaic AI
• Tracking Experiments and Model Versions in MLflow
• Serving Real-Time Inference Endpoints Globally
• Collaborating on Notebooks with Integrated Git

Use cases

• Exploring and Cleaning Massive Multimodal Datasets
• Verifying Model Performance Across Diverse Leaderboards
• Prototyping Agentic Workflows using Smolagents
• Collaborating with Peers on Shared Private Model Repositories
• Automating Data Labeling Tasks with Zero-Shot Classification

Use cases

• Synthetic Dataset Generation
• SQL Query Optimization
• Unstructured Data Extraction
• ML Model Explanation