Lead consultative discovery to understand customers' AI applications, model stack, workloads, buying process, and success criteria. Develop business cases that connect model quality, latency, throughput, and total cost of ownership to customer outcomes
Team Leadership: Coordinate departmental heads and teams, establish clear responsibilities and performance standards, and drive operational accountability.
Build production AI systems. Create agents that use tools and customer context to complete real business workflows, learn through feedback loops and long-term memory, and become more useful over time, supported by practical evaluation and observability.