Build Lightweight AI Career Assessment Chatbot (OpenAI API + Structured Logic + PDF Output)

UpworkUSNot specifiedintermediateScore: 71
Chatbot DevelopmentAI ChatbotGPT ChatbotChatbot TrainingConversational AISentiment AnalysisArtificial Intelligence
I’m building a structured AI-powered career assessment chatbot (50+ questions with multi-option logic). The scoring logic is already designed and rule-based. I need a developer to build: • Conversational chat interface • API integration (OpenAI or Anthropic) • Deterministic scoring engine • Personalized report generation • PDF formatting • Email send-off automation • Simple admin dashboard This is not an AI research project. It is a structured product with API-driven language generation. Scope – Phase 1 (Required) 1. Chat Flow One-question-at-a-time UI Multi-select + text inputs Optional “custom response” override Progress indicator Clean, modern UX/UI 2. Logic Layer Rule-based scoring engine Trait vector mapping Pass structured data to OpenAI/Anthropic for: Conversational transitions Final narrative generation 3. Report Generation (unless better recommendation) Structured JSON output Convert JSON to formatted PDF (branded layout) Trigger email send to user upon completion 4. Admin Dashboard View completed sessions View scoring outputs Download PDFs Export CSV Phase 2 – Future Expansion (Optional / Bonus) If you have experience building agent-based automation, please indicate. Future direction includes: • Automated AI agent that: Interprets assessment results Generates full branded report Applies graphic template layout Sends formatted email with attachment Logs session to CRM This is not required for initial scope but is valuable for long-term collaboration. Tech Stack (Flexible) Open to practical solutions such as: React / Next.js Node backend Supabase / Firebase OpenAI or Anthropic API PDF generation via HTML → PDF Webhook automation (Make.com or similar) Efficiency is prioritized over complexity. Ideal Developer Has built chat-style UX Comfortable with OpenAI API Can build structured logic cleanly Practical, not overengineering Can explain architecture simply Budget This is a clearly defined build. Looking for reasonable, practical bids. When applying, please include: Timeline estimate Tech stack recommendation Examples of similar chat-based tools built Whether you can support Phase 2 automation later
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Spent: $3,232.94Rating: 5.0Verified