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John Clements

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AI Native Full Stack Developer – AI/UX/LLM (HYBRID/MAKATI)

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Summary

Builds AI-native digital products at the intersection of full-stack engineering and UX, integrating LLMs/Generative AI into user-facing features using Python and modern web stacks. Daily work involves AI API integration, designing for streaming/latency/fallbacks, and using AI-native tools like Cursor and Copilot in a cross-functional product team, on a hybrid basis in Makati.

Qualifications

  • 5+ years of experience in Full Stack Development, Software Engineering, Product Engineering, or a related field.

  • Strong hands-on experience with UX/Product Design, Python and modern full-stack development.

  • Demonstrated experience building or integrating AI/ML-powered products or features; portfolio/project examples are required.

  • Experience working with LLMs, Generative AI, AI APIs, or AI-enabled applications.

  • Strong understanding of AI/LLM concepts, including tokens, context windows, temperature, prompt sensitivity, model limitations and hallucinations.

  • Hands-on experience using AI-native development and productivity tools such as Cursor, Claude, ChatGPT, GitHub Copilot, v0, or similar.

  • Experience designing and developing user-centric digital products, with a strong understanding of user flows, interaction design and usability.

  • Experience working in a cross-functional product team alongside engineers, product managers and/or designers.

  • Ability to design and develop AI experiences that address streaming outputs, latency, uncertainty, errors and fallback scenarios.

  • Bachelor's degree or equivalent practical experience in Computer Science, Software Engineering, Product Design, HCI, Interaction Design, or a related field.

  • Strong problem-solving, communication and collaboration skills.

  • Portfolio or project examples demonstrating at least one AI-integrated product or feature is required.

Nice to Have:

  • Experience with RAG, AI agents, conversational AI, chatbots or voice interfaces.

  • Experience with React, JavaScript/TypeScript, HTML and CSS.

  • Experience with AI/ML frameworks, vector databases or AI orchestration tools.

  • Experience with responsible AI principles, including transparency, user control and error recovery.

  • Experience with motion design, micro-interactions or design systems.


Skills

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See also

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