{"sandbox":true,"mode":"sandbox","notice":"Sandbox responses are the same public facts as production. There is no private dataset and nothing here writes data.","resource":"https://life.ayushrai.site/api/v1/sandbox","summary":"Ayush Rai is an AI Engineer, Applied AI Engineer, LLM & Evaluation Engineer based in Bhopal, Madhya Pradesh, India. AI Engineer designing and shipping production LLM applications, RAG systems, and evaluation pipelines. Email: ayushrai0211@gmail.com. Phone: +91-7440567944. Source repository: https://github.com/ayushrai-hub/LifeOS. Canonical site: https://life.ayushrai.site/","pages":[{"url":"https://life.ayushrai.site/sites/www/","name":"Ayush Rai","description":"Public homepage for Ayush Rai, an AI Engineer in Bhopal who ships LLM applications, RAG systems, and evaluation pipelines.","keywords":"home profile ayush rai bhopal"},{"url":"https://life.ayushrai.site/about/","name":"About","description":"Biography: AI Engineer in Bhopal, FoCDoT, evaluation work, and the public knowledge site.","keywords":"about biography who is"},{"url":"https://life.ayushrai.site/sites/projects/","name":"Projects","description":"Flagship projects include Adaptive RAG, MailU, and the OpenAI-RLHF evaluation repository.","keywords":"projects adaptive rag mailu openai rlhf"},{"url":"https://life.ayushrai.site/sites/products/","name":"Products","description":"Shiksha-Mitra is a mutual-accountability growth companion. RevenueRoles is technical revenue job intelligence.","keywords":"products shiksha-mitra revenueroles"},{"url":"https://life.ayushrai.site/sites/ai/","name":"AI","description":"AI engineering notes: LLM applications, RAG, agents, and evaluation.","keywords":"ai llm rag agents evaluation"},{"url":"https://life.ayushrai.site/sites/engineering/","name":"Engineering","description":"Engineering practice, including Python and FastAPI backend work.","keywords":"engineering python fastapi backend"},{"url":"https://life.ayushrai.site/sites/career/","name":"Career","description":"Career pages, resumes, and experience. Primary engineering role is at FoCDoT Technologies.","keywords":"career resume focdot experience"},{"url":"https://life.ayushrai.site/sites/contact/","name":"Contact","description":"Email ayushrai0211@gmail.com, phone +91 7440567944, Calendly, Cal.com, and Topmate mentoring.","keywords":"contact email phone calendly cal.com topmate"},{"url":"https://life.ayushrai.site/developers/","name":"Developers","description":"Developer portal: quickstart, OpenAPI, sandbox, MCP servers, and auth.md.","keywords":"developers api sandbox mcp openapi"},{"url":"https://life.ayushrai.site/privacy/","name":"Privacy","description":"This static site stores a theme choice in localStorage and does not run an account system.","keywords":"privacy localstorage theme"}],"pagination":{"page":1,"limit":50,"total":10,"has_more":false,"next_page":null}}