dipotepede/jobfinder_ai_prototype

JOBFinder AI Prototype is a mobile-first diagnostic engine and talent gateway evolved from the JOBFinder book series and powered by PMtutor. It uses AI to benchmark technical competencies, optimize resumes for global remote ATS platforms (e.g., Turing, Outlier), and match African graduates to high-demand AI and project management roles. # jobfinder_ai_prototype An interactive, mobile-first diagnostic engine and talent gateway evolved from the JOBFinder book series and powered by PMtutor. JOBFinder AI Prototype leverages machine learning to benchmark technical competencies, optimize resumes for global remote ATS platforms (e.g., Turing, Outlier), and match African graduates to high-demand AI and project management roles. 🚀 **Live Interactive Prototype:** jobfinder-prototype.streaml… --- ## Key Features * **Competency Benchmarking Engine:** Diagnostic scoring algorithms that evaluate candidate skill profiles against international professional benchmarks (PMP, CBAP, Lean Six Sigma). * **ATS Optimization Gateway:** Real-time resume parsing and Keyword Density Alignment tailored for remote global talent platforms like Turing and Outlier. * **Intelligent Role Matching:** Automated gap analysis matching candidate strengths with high-demand project management, data analytics, and AI roles. * **Mobile-First UX Architecture:** Optimized for low-bandwidth mobile environments to ensure accessible diagnostic assessments for African graduates. * **Career Telemetry & Diagnostics:** Immediate visual feedback detailing profile strengths, skill gaps, and actionable improvement recommendations. --- ## Tech Stack & Architecture * **Core Engine & NLP:** Python, pandas, scikit-learn, NLTK / SpaCy (Text Processing & Matching). * **UI & Interactive Framework:** Streamlit (Mobile-Responsive Layout), Plotly / Matplotlib. * **Deployment & Hosting:** Streamlit Community Cloud (CI/CD auto-deploy). --- ## Getting Started (Local Development) 1. **Clone the repository:** ```bash git clone github.com cd jobfinder_ai_prototype