CareerPath AI - Intelligent Career Development Assistant | AI platform engineer (Mar 2025 - Jun 2025)
Built and deployed an NLP-based resume analysis system to identify skill gaps for users. Generated personalized week-by-week learning roadmaps as AI recommendations from parsed resume content and structured parameters. Evaluated model outputs using a reported 94% resume parsing accuracy to improve learning guidance quality. • Input data: resumes and user-provided career information processed as text • Labeling/annotation task: transforming unstructured resume text into structured skill-gap indicators and roadmap-relevant features • Model support: NLP and ML pipeline engineering using TensorFlow and OpenAI API for generation • Outcome focus: personalized learning plans to guide users toward job readiness milestones