AI-Powered Career Guidance & Resume Intelligence Platform.
SkillAura is an intelligent career guidance platform that helps students understand their skills, improve their resumes, and discover relevant internship and job opportunities using Artificial Intelligence and Natural Language Processing.
Frontend (Vercel): https://skillaura-h2l7.vercel.app
Backend (Render): https://skillaura.onrender.com
SkillAura addresses a common problem faced by students and beginners — the lack of clarity in career direction and skill development.
Traditional platforms rely on keyword-based matching, which often results in inaccurate or irrelevant recommendations. SkillAura uses AI and NLP techniques to analyze resumes and user inputs in a more meaningful way, providing personalized and context-aware career guidance.
Many students face challenges such as:
- Lack of clarity about their skills and strengths
- Poorly structured resumes
- Irrelevant internship or job recommendations
- Difficulty identifying skill gaps
- Scattered interview preparation resources
SkillAura provides a unified system that:
- Extracts skills from resumes, GitHub profiles, or text input
- Evaluates resume quality and provides improvement suggestions
- Identifies missing skills required for specific roles
- Recommends relevant internships and job opportunities
- Supports interview preparation
- Tracks career progress over time
Uses NLP techniques to extract technical and soft skills from resumes and user inputs.
Analyzes structure, content, and relevance to generate a resume score and improvement suggestions.
Matches user skills with industry requirements using semantic similarity.
Identifies missing skills required for target roles and suggests areas for improvement.
Provides structured guidance for technical and HR interviews.
Tracks improvements in skills, resume quality, and career readiness.
The platform follows a multi-layer architecture:
- Frontend: Flutter application
- Backend: FastAPI server
- AI Layer: NLP-based processing and analysis
- Database: Firebase Firestore
The system integrates modules such as skill analysis, resume evaluation, recommendation engine, and progress tracking. :contentReference[oaicite:0]{index=0}
Frontend
- Flutter
- Dart
- JavaScript
Backend
- Python
- FastAPI
Database
- Firebase Firestore
AI / NLP
- Resume parsing
- Semantic similarity models
Tools
- Git
- GitHub
- VS Code
Frontend
- Built using Flutter Web
- Deployed as a static site on Vercel
Backend
- FastAPI-based API service
- Deployed on Render
git clone https://github.com/Akshayp0105/skillaura.git
cd skillaurapython -m venv .venv
.venv\Scripts\activate
pip install -r requirements.txt
python main.py
cd skillaura
flutter run
flutter build web
-Accurate skill extraction using NLP -Effective resume scoring system -Relevant internship and job recommendations -Fast API response using FastAPI -User-friendly interface The system improves career readiness and helps students make informed decisions.
-Advanced recommendation systems using deep learning -Gamification features (progress tracking, achievements) -Multi-language support -Real-time job market integration -Scalable analytics for career prediction
Akshay P
Built and engineered the SkillAura platform as an end-to-end solution, covering UI/UX design, backend development, and AI/NLP integration.
SkillAura bridges the gap between student skills and industry expectations by providing intelligent, data-driven career guidance. It enables users to understand their abilities, improve continuously, and align with real-world opportunities.