Apex is a web-based intelligent career assistant that extracts technical skills from GitHub, LinkedIn, and resumes, maps them to target job roles, identifies skill gaps, and generates a dependency-aware personalized learning roadmap. It also matches users with relevant job listings using compatibility scoring and real-time market data, enabling data-driven career decisions.
University: FAST National University of Computer and Emerging Sciences
Campus: Lahore
Program: BS Software Engineering
Course: Fundamentals of Software Project Management
Instructor: Momna Zaneb
Team Lead:
- Ali Ahmed – syed-ali3 – 23L-3067
Team Members:
- Muhammad Ahmad Butt – m-ahmad-butt – 23L-3059
- Abeer Tahir – abeer2701 – 23L-3090
- Fatima Tuz Zahra – fatima-rashid3099 – 23L-3099
- Skill extraction and validation from GitHub, LinkedIn, and resumes
- Role requirement mapping and skill gap analysis
- Personalized dependency-aware learning roadmap generation
- Job matching with compatibility scoring
- Real-time job market data updates
- Market demand visualization using heatmaps
- React.js
- Express.js
- Python Flask
- Service Registry: Netflix Eureka Server
- Messaging: Apache Kafka
- Containerization: Docker
- Deployment: AWS
- CI/CD: GitLab
- Supabase
- LLM Model: Ollama
This project is for educational purposes only.