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guru9945/README.md

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👨‍💻 About Me

class Gururamdas:
    def __init__(self):
        self.name       = "Gururamdas T P"
        self.location   = "Bengaluru, Karnataka, India"
        self.education  = "B.E. Computer Science & Engineering @ Alliance University (2022–2026)"
        self.cgpa       = 8.1
        self.roles      = ["Full-Stack Developer", "AI/ML Engineer", "Computer Vision Enthusiast"]
        self.currently  = ["Building MERN stack applications", "Exploring Vision Transformers"]
        self.open_to    = ["Collaborations", "Internships", "Open-Source Projects"]
        self.fun_fact   = "I won 1st place at ML-Blits Hackathon 2024 🏆"

    def say_hi(self):
        print("Thanks for stopping by! Let's build something amazing together.")

me = Gururamdas()
me.say_hi()

🛠️ Tech Stack

💻 Languages

JavaScript Python Java C++ SQL HTML5 CSS3

🌐 Frontend & Backend

React Node.js Express.js MongoDB

🤖 AI / ML / CV

PyTorch TensorFlow OpenCV NumPy Pandas scikit-learn

☁️ Tools & Platforms

Git GitHub AWS Google Cloud Vercel VS Code Linux Postman

🔗 Integrations & Services

Stripe Cloudinary Clerk Nodemailer MediaPipe


🚀 Featured Projects

🏨 VibeStay — Hotel Booking Platform

Full-stack MERN hotel booking app with real-time payments

Tech: React · Node.js · Express · MongoDB · Stripe · Clerk · Cloudinary · Nodemailer · Vercel

Highlights:

  • 🔐 Secure auth via Clerk + webhook integration
  • 💳 Real-time Stripe payment processing
  • 🖼️ Cloudinary image management for listings
  • 📧 Automated booking confirmation via Nodemailer
  • 📱 Fully responsive React UI with client-side routing

Live Demo GitHub

🤟 Real-Time Sign Language Detection

Pose estimation + Vision Transformer for gesture recognition

Tech: Python · OpenCV · MediaPipe · Vision Transformer (ViT) · Webcam API

Highlights:

  • 🎯 ViT model classifying hand/body keypoints in real-time
  • 🦾 MediaPipe landmark extraction for accurate gesture representation
  • ♿ Improves accessibility for hearing-impaired individuals
  • 📡 Live webcam feed with instant prediction overlay

GitHub

🌊 Underwater Trash Detection

YOLOv6 real-time object detection for marine pollution

Tech: Python · YOLOv6 · OpenCV · TensorFlow/Keras · Custom Dataset

Highlights:

  • 🎯 Custom annotated dataset for underwater debris
  • ⚡ Real-time video stream detection with bounding boxes
  • 🌍 Supports marine pollution monitoring & conservation
  • 📊 Visualized detection confidence scores per frame

GitHub

📊 Employee Attrition Predictor

ML-based HR analytics with interpretability (Acmegrade Internship)

Tech: Python · XGBoost · Random Forest · Decision Trees · SHAP

Highlights:

  • 📈 ~12% accuracy improvement via iterative tuning
  • 🔍 SHAP explanations for identifying attrition drivers
  • 🧹 Feature engineering + risk scoring pipeline
  • 🏢 Deployed for targeted HR retention strategies

💼 Experience

Role Company Duration Location
🤖 AI/ML Virtual Intern Acmegrade Mar 2024 – Jun 2024 HSR Layout, Bengaluru

Key Contributions:

  • Developed & deployed ML models (XGBoost, Random Forest, Decision Trees) for employee attrition prediction
  • Applied SHAP (Shapley Additive Explanations) to interpret model outputs & identify key attrition drivers
  • Improved model prediction accuracy by ~12% through iterative tuning and cross-validation
  • Built end-to-end pipeline: data collection → feature engineering → risk scoring → actionable HR insights

🎓 Education

Degree Institution Period Score
🎓 B.E. Computer Science & Engineering Alliance College of Engineering and Design, Bengaluru Dec 2022 – Apr 2026 CGPA: 8.1
📚 PUC — PCMB (Science) Sri Basaveshwara PU College, Davangere Aug 2020 – Apr 2022 85%

🏆 Achievements & Certifications

🥇 Achievement Details
1st Place — ML-Blits Hackathon Built an end-to-end ML solution • Alliance University, Bengaluru • Oct 2024
Oracle Certified — Generative AI Professional Oracle Cloud Infrastructure Generative AI certification
Coursera — Reinforcement Learning in Finance Applied RL techniques in financial decision-making
Coursera — Data Security and Privacy Fundamentals of securing data pipelines and user privacy

📊 GitHub Stats

GitHub Streak

Guru's Activity Graph


🐍 Contribution Snake

Snake animation

⚠️ To enable the contribution snake, add a GitHub Actions workflow — see Platane/snk for setup instructions.


📈 Profile Views

Profile Views GitHub followers


🤝 Let's Connect

Portfolio LinkedIn Gmail VibeStay

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