OpenAI Strategic Feedback Contributor & AI Ethics Researcher
Independent Feedback Strategist | Prompt Engineering Specialist | SEA Region AI Lead
Independent AI Contributor and Strategic Feedback Specialist focused on building fair, ethical, and human-centered interactions between people and language models. Leading the SigmaPrompt framework development for OpenAI ChatGPT with focus on Southeast Asian implementation and global AI ethics.
Research Focus: Contributing strategic feedback on AGI ethics, prompt engineering, and real-world AI use cases, especially in multilingual environments and emerging tech regions. My work encompasses mental stability support, data privacy, AI adaptation to social dynamics, and humanoid development protocols.
Global Impact: Over 10 strategic implementations have been integrated into the ChatGPT-4o system, including automatic token reset, cached memory efficiency, emotional support modes, and advanced safety protocols. Currently leading the 2025-2027 roadmap for humanoid AI development and global AI diplomacy initiatives.
Auto reset idle-token for efficient global server
Auto-trim long session to reduce LLM workloads
Supportive safe-space response for users
Limit 2 images and <2GB/demand for fairness
Combined text, image, and file reasoning
Automatic guardrails for harmful content filtering
Inject delay in API <200ms reset
Red Flag prompt exploit detection system
AI Academy and health education modules
Strategic feedback integration pipeline
Leading research on AI systems providing safe emotional support, privacy protection, and ethical deployment. Focus on preventing misuse while maintaining user trust and safety.
Developing humanoid AI systems that understand cultural context in SEA regions. Focus on gradual, safe development with local neuromorphic computing and behavioral pattern recognition.
Strategic work on international AI cooperation, policy development, and ethical frameworks. Bridging technical development with regulatory compliance and diplomatic initiatives.
Leading strategic feedback initiatives for OpenAI ChatGPT development, focusing on SEA region implementation, AI ethics, and humanoid development roadmap. Contributing to global AI policy and multilingual interaction design.
10+ strategic implementations in ChatGPT-4o system
Applying human-centered design principles from hospitality industry to inform AI interaction patterns. Researching customer behavior and service excellence as foundation for humanoid AI development.
Real-world human interaction research for AI development
Developed safety protocols and managed human interactions in high-stress environments. Applied learnings to AI safety research and autonomous system behavior prediction.
Safety framework principles applied to AI autonomous systems
Specialized in data processing accuracy and quality assurance. Developed systematic approaches to data integrity that inform current work in AI training data ethics and bias detection.
Data ethics framework development for AI training
Early exposure to AI-assisted support tools and system optimization. Contributed to product development documentation and technical solution frameworks that inform current AI development work.
Foundation for understanding AI-human technical interaction
Available for strategic AI research collaborations, OpenAI feedback initiatives, humanoid development projects, and global AI policy development. Based in Jakarta with extensive experience in SEA region AI implementation and ethics.
Research Motto: "Humanoid is everything" - Building AI systems that prioritize human values, cultural understanding, and ethical deployment across diverse global communities.