AI Engineer

2 weeks ago

Hong Kong, Hong Kong SAR China Hyphen Connect Full-time

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End-to-End Feature Delivery: Own the entire pipeline from raw model to user experience, building and shipping production-ready AI features.
Agentic Design & Orchestration: Architect, iterate, and optimize prompts, tool-use, memory retrieval, and autonomous agent workflows.
Behavior Standardization: Transform unpredictable, raw model outputs into structured, deterministic, and dependable system behaviors.
Full-Stack Troubleshooting: Debug and resolve complex issues across the entire stack—spanning models, orchestration layers, infrastructure, and the UX.
Performance Engineering: Fine-tune system architecture for minimal latency, optimal cost-efficiency, and high production uptime.
Data-Driven Evaluation: Build and implement lightweight, effective evaluation frameworks to continuously measure and improve real-world model accuracy.
Collaborative Problem Solving: Partner with product and engineering teams to turn ambiguous, high-level challenges into functional code and systems.

ML Foundations: You possess a deep understanding of machine learning principles and modern neural network architectures.
Practical Experience: You have a proven track record of training, fine-tuning, or deploying large models into production environments.
Software Craftsmanship: You write clean, maintainable, and production-grade code.
Full-Stack Adaptability: You easily pivot across different abstraction layers, moving comfortably from low-level model infra to high-level product logic.
Thrives in Ambiguity: You are a natural problem solver who excels in fast-paced, rapidly evolving startup environments.
Execution Mindset: You maintain a strong bias toward action, rapid iteration, and continuous shipping.