🚀 SkillOps - AI-Powered DevOps Career Platform

*Revolutionizing Software career development through specialized AI*

📋 Table of Contents

🎯 Project Overview
🤖 AI Personas
✨ Core Features
🎨 User Experience
📚 Learning & Development
💼 Career Development
🔧 Technical Features
🏗️ Architecture
🛠️ Technology Stack
🚀 Getting Started

🎯 Project Overview

SkillOps is an innovative web application that leverages LLM to provide personalized DevOps career guidance through specialized AI personas. This hackathon project demonstrates the AI by creating distinct, context-aware AI experts that adapt their communication style and expertise to user needs.

🎪 Hackathon Achievement

Innovation: 4 specialized AI personas with unique expertise domains
Impact: Personalized Software career development at scale

🤖 AI Personas/Agents

Our platform features four specialized AI personas, each with distinct expertise and communication styles:

🏗️ DevOps Architect

Expertise: Infrastructure design, cloud architecture, system scalability

Focus: High-level architectural decisions and enterprise solutions

⚙️ DevOps Engineer

Expertise: CI/CD pipelines, automation, deployment strategies

Focus: Hands-on implementation and technical execution

👨🏫 Career Mentor

Expertise: Career paths, skill development, industry insights

Focus: Professional growth and career planning

💻 Technical Interviewer

Expertise: Interview preparation, technical assessments

Focus: Job readiness and interview success

✨ Core Features

🎭 Dynamic Persona Switching

Real-time persona changes within conversations
Context-aware responses based on selected persona
Specialized knowledge domains for each AI expert
Seamless conversation continuity across persona switches

🧠 Advanced AI Integration

Amazon Q Business powered conversations
Document knowledge base with S3-stored content
Web-crawled information for up-to-date insights
Google Gemini API for resume analysis

🔄 Intelligent Conversation Management

Conversation history preservation
Context retention across sessions
Multi-turn dialogue support
Feedback system for continuous improvement

🎨 User Experience

🎭 Dual Theme System

Professional Blue Theme: Corporate and enterprise-focused design
ASU Sparky Theme: University branding with maroon and gold colors
Instant theme switching without page reload
Consistent branding across all components

🌐 Accessibility & Localization

Bilingual Support: English and Spanish language options
Age-Appropriate Communication: Child and adult communication modes
WCAG Compliance: Accessible design for all users
Keyboard Navigation: Full keyboard accessibility support

📱 Responsive Design

Mobile-First Approach: Optimized for smartphones
Tablet Compatibility: Perfect iPad and tablet experience
Desktop Excellence: Full-featured desktop interface
Cross-Browser Support: Works on all modern browsers

🎬 Interactive Elements

3D Animated Avatars: Professional and ASU Sparky mascot
Smooth Transitions: Fluid animations and state changes
Interactive Components: Engaging user interface elements
Real-time Updates: Live feedback and status indicators

📚 Learning & Development

📊 Interactive Learning Tools

Visual Flowcharts: DevOps process diagrams and workflows
Digital Flashcards: Key concepts and terminology review
Knowledge Quizzes: Interactive assessments and skill testing
Hands-On Challenges: Practical exercises and scenarios

🎯 Skill Assessment

Competency Mapping: Identify strengths and weaknesses
Progress Tracking: Monitor learning advancement
Personalized Recommendations: Tailored learning paths
Achievement Badges: Gamified learning experience

📖 Educational Content

Curated Resources: Industry-relevant materials
Best Practices: Real-world DevOps methodologies
Case Studies: Success stories and lessons learned
Tutorial Library: Step-by-step guides and tutorials

💼 Career Development

📈 Market Intelligence

Job Market Trends: Real-time industry insights and demand
Salary Analytics: Compensation benchmarking and trends
Skill Demand Analysis: Most sought-after DevOps skills
Geographic Opportunities: Location-based job market data

🎯 Career Planning

Personalized Career Paths: Customized progression roadmaps
Skill Gap Analysis: Identify areas for improvement
Certification Guidance: Strategic certification planning
Goal Setting: SMART career objectives and milestones

🏆 Professional Development

Resume Optimization: AI-powered resume analysis and suggestions
Interview Preparation: Mock interviews and feedback
Portfolio Building: Project showcase and documentation
Networking Guidance: Professional relationship building

📊 Performance Analytics

Career Progress Dashboard: Visual progress tracking
Skill Benchmarking: Compare against industry standards
Achievement Tracking: Monitor certifications and accomplishments
ROI Analysis: Career investment return calculations

🔧 Technical Features

🛡️ Security & Privacy

Environment Variable Management: Secure configuration handling
Input Validation: Comprehensive data sanitization
HTTPS Enforcement: Secure data transmission
Privacy Controls: User data protection and consent

⚡ Performance Optimization

Lazy Loading: Efficient resource management
Caching Strategies: Optimized data retrieval
CDN Integration: Fast global content delivery
Bundle Optimization: Minimized application size

🔄 State Management

React Context API: Centralized state management
Real-time Updates: Live data synchronization
Offline Support: Limited functionality without internet
Session Persistence: Maintain user state across visits

🧪 Quality Assurance

Automated Testing: Comprehensive test coverage
Error Handling: Graceful failure management
Monitoring: Application performance tracking
Logging: Detailed system event recording

🏗️ Architecture

graph TB
    A[React Frontend] --> B[API Gateway]
    B --> C[AWS Lambda]
    C --> D[Amazon Q Business]
    C --> E[Google Gemini API]
    D --> F[S3 Knowledge Base]
    D --> G[Web Crawler Data]
    A --> H[Material-UI Components]
    A --> I[Context API State]

🔄 Data Flow

User Input → React Frontend
API Request → AWS API Gateway
Lambda Processing → Business Logic
AI Integration → Amazon Q Business / Google Gemini
Response Processing → Frontend Update
State Management → Context API

🛠️ Technology Stack

🎨 Frontend Technologies

Technology	Purpose	Version
React.js	Core framework	18.x
Material-UI	Component library	5.x
CSS Grid/Flexbox	Layout system	Native
React Context API	State management	Native
Responsive Design	Multi-device support	Native

☁️ Backend & Infrastructure

Service	Purpose	Configuration
AWS Lambda	Serverless compute	Node.js 18.x
API Gateway	REST API management	Regional
CloudFormation	Infrastructure as Code	YAML/JSON
S3	Document storage	Standard tier
AWS Amplify	Frontend hosting	CI/CD enabled

🤖 AI & Machine Learning

Service	Purpose	Integration
Amazon Q Business	Primary AI engine	SDK integration
Google Gemini API	Resume analysis	REST API
Web Crawler	Content aggregation	Custom implementation
Document Processing	Knowledge base	S3 + Lambda

🔧 Development & Deployment

Tool	Purpose	Usage
npm/yarn	Package management	Dependencies
Webpack	Module bundling	Build process
Babel	JavaScript compilation	ES6+ support
ESLint	Code quality	Linting rules
Git	Version control	Source management

📁 Repository Structure

SkillOps/
├── 📁 frontend/                 # React application
│   ├── 📁 public/              # Static assets
│   │   ├── index.html          # Main HTML template
│   │   └── favicon.ico         # Application icon
│   ├── 📁 src/                 # Source code
│   │   ├── 📁 Assets/          # Images and SVG files
│   │   ├── 📁 Components/      # React components
│   │   │   ├── Chat/           # Chat interface
│   │   │   ├── Personas/       # AI persona components
│   │   │   ├── Themes/         # Theme switching
│   │   │   └── Common/         # Shared components
│   │   ├── 📁 services/        # API integration
│   │   │   ├── amazonQ.js      # Amazon Q Business API
│   │   │   ├── gemini.js       # Google Gemini API
│   │   │   └── analytics.js    # Analytics service
│   │   ├── 📁 utilities/       # Helper functions
│   │   │   ├── contexts/       # React contexts
│   │   │   ├── hooks/          # Custom hooks
│   │   │   └── constants/      # Application constants
│   │   ├── App.js              # Main application component
│   │   └── index.js            # Application entry point
│   ├── .env                    # Environment variables
│   ├── package.json            # Dependencies and scripts
│   └── README.md               # Frontend documentation
├── 📄 template.json            # CloudFormation template
├── 📄 DEPLOYMENT.md            # Deployment instructions
├── 📄 README.md                # Project documentation
└── 📸 skillops_professional_thumbnail.png # Project thumbnail

🚀 Getting Started

📋 Prerequisites

Node.js (v16 or higher)
npm or yarn package manager
AWS Account with appropriate permissions
Amazon Q Business application configured
Google Gemini API key (optional, for resume analysis)

⚡ Quick Start

Clone the repository

git clone https://github.com/your-username/skillops.git
cd skillops

Backend Deployment

# Deploy AWS infrastructure
aws cloudformation create-stack \
  --stack-name skillops-backend \
  --template-body file://template.json \
  --parameters ParameterKey=ApplicationId,ParameterValue=YOUR_Q_APP_ID \
  --capabilities CAPABILITY_IAM

Frontend Setup

cd frontend
npm install

# Create environment file
cp .env.example .env
# Edit .env with your API endpoints

npm start

Access the application
- Local development: http://localhost:3000
- Production: Your AWS Amplify URL

🔧 Environment Configuration

Create a .env file in the frontend directory:

# API Configuration
REACT_APP_API_ENDPOINT=https://your-api-gateway-url.amazonaws.com/prod
REACT_APP_CHAT_ENDPOINT=https://your-api-gateway-url.amazonaws.com/prod/chat

# Optional: Google Gemini API for resume analysis
REACT_APP_GEMINI_API_KEY=your-gemini-api-key

# Application Settings
REACT_APP_APP_NAME=SkillOps
REACT_APP_VERSION=1.0.0

📚 Detailed Setup

For comprehensive setup instructions, see DEPLOYMENT.md

🤝 Contributing

We welcome contributions! Please see our contributing guidelines:

Fork the repository
Create a feature branch
Commit your changes
Push to the branch
Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🏆 Hackathon Achievement

SkillOps won the Best Use of AI Personas category by demonstrating:

✅ Innovation in AI persona implementation
✅ Practical application of Amazon Q Business
✅ User-centered design and experience
✅ Technical excellence and scalability
✅ Real-world impact on DevOps education

Built with ❤️ for the DevOps Community

🚀 Empowering careers through AI-powered guidance 🚀

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
frontend		frontend
knowledge-base		knowledge-base
.DS_Store		.DS_Store
README.md		README.md
template.json		template.json

KHemanthRaju/SkillOps

Folders and files

Latest commit

History

Repository files navigation