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Build and ship AI features end-to-end (model → system → user experience); Design and iterate on prompts, tools, memory, and agent workflows; Turn raw model outputs into structured, reliable, and predictable behaviors; Debug issues across the full stack (model, orchestration, infra, UX); Optimize for latency, cost, and production reliability; Develop lightweight evaluation frameworks to measure real-world performance; Work closely with product and engineering to translate ambiguous problems into working systems
Job Responsibility
Build and ship AI features end-to-end (model → system → user experience)
Design and iterate on prompts, tools, memory, and agent workflows
Turn raw model outputs into structured, reliable, and predictable behaviors
Debug issues across the full stack (model, orchestration, infra, UX)
Optimize for latency, cost, and production reliability
Develop lightweight evaluation frameworks to measure real-world performance
Work closely with product and engineering to translate ambiguous problems into working systems
Requirements
Strong foundation in machine learning and modern neural network architectures
Hands-on experience with training, fine-tuning, or deploying ML models
Ability to write clean, production-quality code
Comfort working across abstraction layers (model → infra → product)
Strong problem-solving skills in ambiguous, fast-moving environments
Bias toward shipping, iteration, and continuous improvement