In this role, you will serve as a critical research partner embedded within enterprise AI systems, directly influencing the development and performance of AI models. Your work will involve collaborating with domain experts and client teams to identify real-world challenges and drive experimental cycles that enhance system capabilities.
Key Responsibilities - Embed within enterprise AI workflows as a research collaborator.
- Identify, formalize, and prioritize system failure modes in real-world deployments.
- Design high-signal datasets and evaluation protocols to address identified weaknesses.
- Conduct tight experimental loops to validate hypotheses and measure improvements.
- Produce clear, decision-oriented analyses of system behavior and performance.
- Develop and benchmark agentic workflows with a focus on robustness and scalability.
- Create lightweight tools to support evaluation, data curation, and rapid it...