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edward_peng

Edward Peng

@edward_peng

AI Product Consultant for OpenAI and ChatGPT Apps

Chine
Anglais, Chinois
Certaines informations sont présentées en anglais.
À propos de moi
I help founders, educators, and small teams turn AI ideas into practical products. I spent 7 years on Xiaomi’s XiaoAI voice assistant and was part of its early product team, focusing on AI quality, user experience, voice interaction, intent understanding, and model evaluation. I now help clients plan AI products, define MVP requirements, design LLM workflows, improve prompts, evaluate AI responses, and build practical AI-powered web, iOS, and Android apps.... Plus d’infos

Compétences

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edward_peng
Edward Peng
hors ligne • 

Voir mes services

Conseil en technologie de l'IA
I will design your openai or chatgpt app workflow and mvp roadmap
De30 $US / projetPlus de détails

Expérience professionnelle

Xiaomi

AI Product Quality & Evaluation Lead

Xiaomi • Temps plein

May 2018 - May 2025 • 7 yrs

Worked on Xiaomi’s XiaoAI voice assistant, one of Xiaomi’s large-scale AI products, and was part of its early product team. I focused on AI product quality, semantic understanding, voice interaction, wake-word evaluation, in-car voice assistant evaluation, user experience, and model output quality. I designed measurable evaluation methods, built quality metrics, analyzed failure cases, and worked with algorithm and product teams to improve AI performance. I also explored the use of GPT and prompt engineering in AI evaluation workflows. In one project, GPT-based evaluation reached 96.6% agreement with human annotation. This experience gave me strong practical knowledge in AI product management, LLM evaluation, prompt design, data analysis, and turning AI capabilities into real user-facing products.