Harry AI is a proof-of-concept demonstrating targeted prompt engineering for LLM-driven recruitment advocacy. Designed as a conversational agent, it emulates a hiring manager ("Harry") programmed to persuasively showcase candidate value within 2-3 messages.

The prototype prioritizes human-like strategic communication, balancing urgency and professionalism to address HR decision-makers' priorities. A "Thoughts" feature reveals real-time rationale (e.g., tailoring ROI arguments to specific roles), highlighting transparent AI decision-making.

Built during a 8-hour sprint, this streamlined implementation focuses on showcasing some of the core concepts of my proprietary frameworks for AI and chatbot development used in over 11 different client projects.