KARAN SINGH RATHORE karansrabcd01

🚀 About Me

class AIEngineer:
    def __init__(self):
        self.name = "Karan Singh Rathore"
        self.role = "AI Engineer & ML Specialist"
        self.location = "Durg, Chhattisgarh, India 🇮🇳"
        self.education = {
            "degree": "B.Tech (Honours)",
            "major": "CSE - Artificial Intelligence",
            "university": "CSVTU",
            "spi": "7.2/10",
            "year": "2023-2027"
        }
        self.current_status = "Building Tomorrow's AI Today"
        
    def current_focus(self):
        return {
            "🔭 working_on": ["Plant Disease Chatbot", "GenAI Projects"],
            "🌱 learning": ["Generative AI", "LLMs", "Advanced DL"],
            "🎯 goal": "Production-ready AI Systems",
            "⚡ fun_fact": "AI monk with trading mindset 🧘‍♂️📈"
        }
    
    def core_expertise(self):
        return [
            "🧠 Deep Learning & Neural Networks",
            "👁️ Computer Vision & Image Recognition",
            "💬 NLP & Large Language Models",
            "📊 Time Series & Predictive Analytics",
            "🤖 Generative AI & Transformers",
            "🚀 MLOps & Production Deployment"
        ]

    def call_to_action(self):
        print("💡 Open for collaborations on AI/ML projects!")
        print("🤝 Let's build something amazing together!")
        return "Connect with me ⬇️"

me = AIEngineer()
print(me.call_to_action())

💭 "In the age of AI, we're not just coding the future—we're teaching machines to dream it."

🔥 GitHub Stats & Streak

🏆 GitHub Trophies & Achievements

💼 Professional Journey

🔬 Software Testing Intern

Prakalp Vision
Nov 2025 - Present

✅ Cross-platform testing
✅ Defect management
✅ Feature demos

🤖 AI Virtual Intern

Infosys Springboard
Sep - Oct 2025 (8 Weeks)

🏆 Built Plant Disease System
🎯 94% accuracy achieved
⭐ Recognized for innovation

☁️ AI Intern

Microsoft Azure
May - Jun 2025 (4 Weeks)

🎯 95% accuracy (Face Mask)
☁️ Cloud deployment
🚀 ML pipelines

🛠️ Tech Arsenal

🐍 Core Programming

🤖 AI/ML Frameworks

🧠 Deep Learning & Neural Networks

💬 NLP & Language Models

📊 Data Science & Visualization

🚀 Development & Deployment

💻 Tools & IDEs

🌐 Web Development

🚀 Featured Projects

🌟 Production-Grade AI Solutions 🌟

🌿 Plant Disease Prediction Chatbot

Tech: TensorFlow CNN Transformers FastAPI React

accuracy = "94% (15+ diseases)"
architecture = "Multi-Model System"
features = [
    "🎯 Image Classification",
    "💬 Conversational AI",
    "📊 Real-time Dashboard",
    "🚀 Production API"
]

Achievements:

✅ 94% accuracy across 15+ disease categories
✅ Optimized CNN + Transformer integration
✅ FastAPI backend with React UI
✅ Real-time predictions & recommendations

🌐 Real-Time Multilingual Voice Translator

Tech: FastAPI LangChain WebSockets Groq Llama 3.1

const performance = {
  languages: "16+",
  latency: "<100ms",
  translation: "500ms avg",
  uptime: "99%+",
  model: "Llama 3.1"
}

Achievements:

✅ 16+ language support
✅ Sub-100ms latency (WebSocket)
✅ Groq API integration
✅ Production-ready web app

📝 Customer Review Summarization System

Tech: BERT TextRank Hugging Face NLTK

Impact Metrics:

⏱️ 70% reduction in processing time
📊 High semantic retention
💡 Sentiment analysis integration
🔄 Dual pipeline (Extractive + Abstractive)

pipeline = {
    "extractive": "TextRank Algorithm",
    "abstractive": "BERT Transformer",
    "sentiment": "Polarity Classification",
    "output": "Actionable Insights"
}

📈 Stock Market Trend Forecasting

Tech: LSTM GRU Technical Analysis Time Series

Technical Indicators:

indicators = {
    "RSI": "Relative Strength Index",
    "MACD": "Moving Average Convergence",
    "BB": "Bollinger Bands",
    "MA": "Moving Averages (SMA/EMA)"
}
models = ["LSTM", "GRU"]

Features:

📊 Multi-horizon forecasting
🎯 Advanced feature engineering
📈 Interactive dashboards
💹 Trading signal interpretation

📊 Impact Metrics & Achievements

🚀 Completed Projects
_{End-to-end implementations}

🎯 Model Performance
_{Production-grade accuracy}

💼 Industry Experience
_{Microsoft | Infosys | Prakalp}

🏆 Professional Certs
_{Coursera | Microsoft | Infosys}

🏅 Certifications & Recognition

🎓 Coursera

Machine Learning Specialization
Andrew Ng (2024)

Comprehensive ML foundations
Supervised & Unsupervised Learning
Neural Networks & Deep Learning

☁️ Microsoft Azure

AI Internship Certificate
Edunet Foundation (2025)

Azure ML Studio
Computer Vision (95%+ accuracy)
Cloud Deployment

💼 Infosys Springboard

AI Virtual Internship
Top Performer (2025)

⭐ Recognition for Innovation
🚀 Production Deployment
🎯 94% Model Accuracy

🚀 ISRO

Bhartiya Antariksh Hackathon
Participant (2025)

Space Technology Innovation
AI/ML Applications
National Level Competition

📚 Learning Roadmap

graph TB
    A[🎓 Current: B.Tech AI] --> B[🤖 Generative AI & LLMs]
    B --> C[🧠 Advanced Deep Learning]
    C --> D[🎨 Multimodal AI Systems]
    D --> E[☁️ MLOps & Deployment]
    E --> F[🚀 Production AI Solutions]
    
    style A fill:#00F7FF,stroke:#00A0CC,stroke-width:3px,color:#000
    style B fill:#FF6B6B,stroke:#CC5555,stroke-width:3px,color:#fff
    style C fill:#4ECDC4,stroke:#3BA39C,stroke-width:3px,color:#000
    style D fill:#FFD93D,stroke:#CCB030,stroke-width:3px,color:#000
    style E fill:#A8E6CF,stroke:#86B8A0,stroke-width:3px,color:#000
    style F fill:#95E1D3,stroke:#77B3A6,stroke-width:3px,color:#000

🎯 Focus Areas 2025

🤖 Generative AI

Large Language Models
Prompt Engineering
GANs & Diffusion Models
Multimodal Learning

🚀 MLOps & Deployment

Docker & Kubernetes
CI/CD for ML
Model Monitoring
A/B Testing

🧠 Advanced Topics

Reinforcement Learning
Transfer Learning
AutoML & NAS
Edge AI & TinyML

💡 Why Collaborate With Me?

🎯 Problem Solver

Strong foundation in algorithms
Analytical thinking
Creative solutions

🚀 Fast Learner

Quick adaptation
Self-motivated
Continuous improvement

🤝 Team Player

Excellent communication
Collaborative mindset
Knowledge sharing

🌟 Looking For:

🤝 Collaborations on cutting-edge AI/ML projects
💼 Opportunities in AI Engineering & Research
🌱 Mentorship in advanced AI concepts
🚀 Open Source contributions in ML/DL
💡 Innovation challenges & hackathons

📈 Contribution Heatmap

🔥 Commit More, Achieve More!

🎯 2025 Goals

Goal	Status	Progress
🌿 Deploy Plant Disease Chatbot	🚀 In Progress
🌐 Complete 5 AI Projects	🔄 Active
📝 Publish Research Paper	📚 Planning
🏆 Win AI Hackathon	🎯 Target
⭐ Reach 100 GitHub Stars	📈 Growing
🤝 100+ Contributions	💪 Active

📊 Weekly Development Breakdown

Python           12 hrs 30 mins  ███████████░░░░░░   55.2%
Jupyter Notebook  4 hrs 15 mins  ████░░░░░░░░░░░░░   18.8%
JavaScript        2 hrs 45 mins  ██░░░░░░░░░░░░░░░   12.1%
FastAPI           1 hr 30 mins   █░░░░░░░░░░░░░░░░    6.6%
Markdown          1 hr 15 mins   █░░░░░░░░░░░░░░░░    5.5%
Other             0 hrs 30 mins  ░░░░░░░░░░░░░░░░░    2.2%

🎨 Latest Blog Posts

🌿 Building a Production-Ready Plant Disease Detection System
🤖 Introduction to Large Language Models: A Practical Guide
📊 Time Series Forecasting with LSTM & GRU Networks
💬 NLP Pipeline: From Text to Insights

💬 Connect & Collaborate

🚀 Let's Build Something Amazing Together!

I love connecting with different people so if you want to say hi, I'll be happy to meet you more! 😊

📧 Email: karansrabcd@gmail.com

📍 Location: Durg, Chhattisgarh, India

⚡ Quick Response Time: Within 24 hours!

🎯 Support My Work

If you like my work, consider:

⭐ Starring my repositories
🔔 Following me on GitHub
💬 Sharing my projects
🤝 Contributing to open source
📧 Reaching out for collaborations

💖 Thank you for visiting my profile!

📊 Profile Summary

Made with ❤️ by Karan Singh Rathore

_{Last Updated: December 2024}