CCC AI BOT

CCC Bot is an AI-powered conversational agent designed to support UX and Business students with personalized career preparation. Built through UX research, conversation design, and iterative testing, the bot delivers tailored career guidance, resume and portfolio support, skill recommendations, and job search preparation. The project integrates ethical, accessible, and human-centered AI principles, demonstrating how conversational UX can create meaningful, trustworthy, and student-focused digital experiences in career development. 

Tools Used:

• Voiceflow (conversational agent prototyping & deployment)

• Google Sheets (resume template generator system)

• UX Research Methods (guerrilla research, interviews, usability testing)

• Conversation Design Frameworks (intents, flows, prompts, personality design)

• UX Design Methods (personas, user journeys, scenario mapping, iteration matrix)
  
  

Deliverables:

• Fully functional AI chatbot prototype (Voiceflow)

• Defined chatbot personality & tone system

• Persona development (Olivia Wilson)

• User journey maps (Happy Path, Error Path, Dead End Path)

• Conversation flow architecture

• Resume template generator system

• Usability testing reports & post-survey results

• Iteration matrix

• Final interactive prototype

Key Insights

• Personalization builds trust: Users valued clarifying questions and tailored responses far more than generic chatbot outputs.

• Efficiency matters: Manual data entry created friction, leading to the design of a structured resume template generator to reduce cognitive load.

• Tone influences credibility: A balance of student-friendly warmth and professional authority is essential for trust in career-focused AI tools.

• Guided freedom improves UX: Users want flexibility, but still need structured pathways to avoid confusion and frustration.

• Career AI must be ethical and inclusive: Privacy protection, emotional sensitivity, and accessibility are critical in career-related conversational systems.