Oversee and manage daily production operations for gravure cylinder manufacturing, ensuring adherence to schedules, quality standards, and safety protocols.
Supervise, train, and motivate a team of production staff, fostering a collaborative and high-performance work environment.
Monitor production processes, identify bottlenecks, and implement solutions for continuous improvement in efficiency, quality, and cost-effectiveness.
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Assist the Production Manager or Assistant Production Manager in coordinating and monitoring daily printing production activities to ensure smooth workflow and on-time delivery.
Prepare and organize production materials, job schedules, and support coordination across design, prepress, production, and packing departments.
Monitor job progress, report issues or delays promptly, and support quality control checks to ensure printed materials meet company and client standards.
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Assist senior bakers in the preparation and production of a variety of baked goods, including breads, pastries, and cakes, adhering to established recipes and quality standards.
Learn and execute fundamental baking techniques such as mixing, kneading, proofing, shaping, and baking doughs and batters.
Monitor baking processes, temperatures, and times to ensure consistent product quality and appearance.
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Agentic AI ArchitectureDesign and implement production-grade agentic systems using models such as Claude. Agent orchestration, tool calling, function calling, multi-agent architectures, planning and task decomposition, agent memory, context management, state machines and workflow engines, long-running agents, human-in-the-loop systems, autonomous execution, recovery and retry mechanisms, observability, and evaluation. You understand the difference between LLM → Agent → Workflow → Autonomous System, and when each is appropriate.
Agentic Loops & Self-OptimizationA major part of the role is building closed-loop systems: Goal → Plan → Execute → Observe → Evaluate → Learn → Re-plan → Execute. Systems that evaluate their own outputs, detect failed actions, identify root causes, adjust strategies, optimize prompts and tool selection, keep what works, roll back what does not, and improve over time. Reflection, critique, self-evaluation, feedback loops, reward signals, evaluation frameworks, automated experimentation, memory, retrieval, state management.
Claude / LLM EngineeringDeep practical experience with Claude/Anthropic APIs is highly desirable. Tool use, structured outputs, streaming, context management, prompt engineering, system prompts, long-context workflows, model routing, token optimization, latency and cost optimization, context compression, agent memory, LLM evaluation. Experience with other frontier models (OpenAI, Gemini, Llama or equivalent) is a plus.
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