Career Mentor AI Powered by Hindsight Memory - Built For HackWithBangalore 2.0

DEVNOTE Career Mentor AI Powered by Hindsight Memory - Built for HackWithBangalore 2.0 Event Organiser Stack HackWithBangalore 2.0 HackWithIndia Next.js · Gemini · Hindsight 01. The Hackathon Journey HackWithBangalore 2.0, organised by HackWithIndia, brought together some of the region's sharpest developer minds for an intensive coding showdown where innovation met opportunity. The event challenged participants to build meaningful, production-grade solutions under tight time constraints - and our team rose to the occasion with Career Mentor AI. 02. The Problem We Set Out to Solve Early-career professionals and students face a common and deeply frustrating challenge: navigating the career landscape without a trusted, personalised advisor. Existing solutions fall into one of two categories - generic AI chatbots with no memory of the user, or expensive human mentors that most students cannot access at scale. The consequences are significant: Students repeatedly re-explain their background