- Collaborate with business stakeholders to discern and document their needs.
- Prepare datasets for model training and fine-tuning.
- Adhere to data privacy standards.
Modeling and Prototyping:
- Understand, investigate, and validate stakeholder needs using appropriate research methods.
- Help define success criteria for prototyping.
- Fine-tune closed and open-source LLMs to fit specific requirements.
- Develop prototypes to address identified stakeholder needs.
- Create front-end interfaces using TypeScript or Python.
- Evaluate and communicate the outcomes.
Deployment & Infrastructure Management:
- Deploy and oversee prototypes on cloud infrastructure.
- Troubleshoot and resolve any post-deployment issues.