About the role
Design, build, and optimize domain-specific AI agents across multiple areas such as semiconductor design, semiconductor manufacturing, and internet products. Own the end-to-end lifecycle of AI agents, including requirement discovery, agent architecture design, tool integration, and continuous iteration based on user feedback.
Locations : Penang / Klang ValleyKey responsibilitiesDesign multi-step reasoning flows, integrating external tools and APIsConduct prompt and policy optimization, and implement evaluation strategies to measure task success, safety, and reliabilityWork with LLM platforms, retrieval-augmented generation (RAG), and orchestration frameworksTranslate complex business and engineering use cases into practical AI agent solutionsCollaborate closely with domain experts to encode workflows and best practices into robust, reliable agentic systemsConnect agents to external tools, databases, and enterprise APIs (e.g., EDA tools in chip design, CRM, internal microservices)Implement multi-agent coordination and complex workflow automationDesign robust evaluation strategies: task success metrics, safety guardrails, reliability benchmarks,



and user feedback loopsAbout youStrong understanding of agentic systems, including planning, reasoning, memory, tool use, and reflection mechanismsExperience designing modular, scalable, and maintainable agent architectures for domain-specific applicationsHands‑on experience with commercial and open-source LLMsProficiency in prompt engineering, chaining, and policy design to guide agent behaviorExpertise in building RAG pipelines: document ingestion, embedding, vector search, context fusion, and answer generationAbility to optimize retrieval relevance and mitigate hallucination in domain contexts (e.g., semiconductor or internet product data)Skilled at connecting agents to external tools, databases, and enterprise APIsExperience with agent orchestration platforms such as LangChain, LlamaIndex, Semantic Kernel, or custom frameworksCapable of designing robust evaluation strategies and data‑driven mindset for continuous agent improvement and A/B testingSolid coding skills in Python

📌 AI Agent Engineer (Palacios del Sil)
🏢 Oppstar Berhad
📍 Palacios del Sil