"Building intelligent systems and mastering full-stack development with passion for problem-solving"

• 🖥️ Full Stack Developer - MERN Stack specialist with strong foundation in HTML, CSS, Bootstrap, Tailwind
• ☕ Java DSA Enthusiast - Practicing data structures & algorithms, exploring JShell for interactive coding
• 🐧 Linux Lover - Comfortable working in Linux environments, command-line proficiency
• 🤖 AI Developer - Building sentiment analysis systems and multi-agent automation
• 📊 Database Expert - MySQL, MongoDB, PostgreSQL for robust data solutions
• 🎓 Final Year Student - Working on AI sentiment analysis project for college

class SoumyaGanguly:
    def __init__(self):
        self.current_work = [
            "🎓 Final year AI sentiment analysis project (College)",
            "🤖 Building multi-agent e-commerce systems",
            "☕ Practicing Java DSA with JShell", 
            "💻 Contributing to MERN stack projects",
            "🐧 Mastering Linux command-line tools"
        ]
        self.learning = [
            "Advanced Java algorithms & data structures",
            "AI/ML model optimization techniques", 
            "Linux system administration",
            "Full-stack performance optimization",
            "Database design patterns"
        ]
        self.ask_me_about = [
            "MERN Stack", "Java DSA", "Linux", "AI/ML", 
            "Sentiment Analysis", "Database Design",
            "Full-stack development", "Problem solving"
        ]
    
    def get_daily_routine(self):
        return {
            "morning": "☕ Java DSA practice + JShell experiments",
            "day": "🚀 College project + Full-stack development",
            "evening": "🐧 Linux exploration + Code reviews",
            "night": "🤖 AI projects + Open source contributions"
        }

Advanced sentiment analysis system for text classification and emotion detection

• 🧠 Machine Learning: Advanced NLP models for sentiment classification
• 📊 Data Analysis: Comprehensive text preprocessing and feature extraction
• 💻 Team Collaboration: Working with teammates on college capstone project
• 🎯 Real-world Application: Solving practical sentiment analysis challenges
• 🚀 Performance Optimization: Fine-tuned models for accuracy and efficiency

Tech Stack: Python, Scikit-learn, NLTK, Pandas, NumPy, Matplotlib

Multi-agent AI system for e-commerce scaling

• 🏠️ Architecture: 4 specialized AI agents (Analytics, Operations, Marketing, Strategy)
• 🎮 Visual Workflows: n8n integration for visual automation
• ⚡ FastAPI Backend: High-performance REST API
• 🔗 Integrations: Shopify, Google Analytics, Facebook Ads
• 📊 Real-time Insights: Automated business intelligence

Tech Stack: Python, FastAPI, n8n, LangChain, OpenAI, PostgreSQL

• 🎓 Successfully implementing final year AI sentiment analysis project
• 💼 Land a great full-stack or AI developer role after graduation
• ☕ Mastering Java DSA and crack coding interviews
• 🤖 Build 3 production-ready AI applications for portfolio
• 📚 Contribute to 5+ open-source projects
• 🐧 Become proficient in Linux system administration
• 🚀 Deploy MERN stack projects to showcase skills

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