PathWise AI
AI Resume & Career Guidance Platform
01 // OVERVIEW
An AI-powered platform that extracts resume text from PDFs, analyzes it against a target job role using Gemini, and generates a match score, skill gaps, and a personalized learning pathway. Features a mock interview chatbot.
THE PROBLEM
Job seekers struggle to understand exactly why their resume isn't landing interviews, and have no structured way to identify skill gaps for specific roles.
THE SOLUTION
Built an end-to-end AI pipeline: PDF parsing → Gemini analysis → structured gap report + personalized roadmap. A mock interview chatbot lets users practice before the real thing.
02 // KEY FEATURES & CAPABILITIES
- ›PDF resume extraction and parsing
- ›Gemini-powered job role match scoring
- ›Skill gap identification and learning pathway generation
- ›Mock interview chatbot with role-specific evaluation
- ›30–40 user beta test
03 // TECH STACK ARCHITECTURE
CHALLENGES & OVERCOMING THEM
Ensuring Gemini output was structured and consistent across different resume formats required careful prompt engineering and output validation.
KEY ENGINEERING LEARNINGS
Learned how to design AI pipelines that produce reliable structured output, and how to build production-grade FastAPI backends with async PDF processing.