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melohub-xbit/README.md

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GitHub Pages

👨‍💻 About Me

  • 🎓 CS Student @ IIIT Bangalore
  • 🌟 Passionate about Machine Learning, AI, and Blockchain
  • 🔭 Currently focused on Computer Vision & Full Stack Development
  • 🎯 CGPA: 3.59/4.00
  • 📚 Academics: Data Structures, Algorithms, Python, C, C++, Java, Probability and Statistics, Discrete Mathematics

🛠️ Tech Stack

Languages & Core

Python Java C++ JavaScript TypeScript

Web Development

React Node.js Express.js HTML5 CSS3 TailwindCSS

AI/ML & Data Science

PyTorch TensorFlow scikit_learn

Database & Backend

MongoDB FastAPI

DevOps & Tools

Docker Git Linux

AI Tools & Frameworks

LangChain Gemini Stability AI

🏆 Achievements

  • 🥇 First Prize - ICDEC'24 International Vehicle Detection Challenge
  • 📚 Dean's Merit List - First Two Semesters
  • 🥈 Runner-up - Synergy'24 MERNIFY Full Stack Development Hackathon

🚀 Featured Projects

YOLOGANg Vehicle Detection

GitHub

  • Advanced computer vision model with SE blocks for enhanced vehicle detection
  • Winner of ICDEC'24 International Challenge
  • Improved detection accuracy across diverse weather conditions

Dialecto

GitHub

  • Interactive language learning platform with gamification
  • Built with MERN stack for engaging, adaptive learning experiences
  • Runner-up in Synergy'24 MERNIFY Hackathon

High-Frequency Trading Simulator

GitHub

  • Advanced C++ order matching engine simulating real-time market dynamics
  • Implemented sophisticated arbitrage and market-making algorithms for HFT strategies
  • Features high-performance order book management and trade execution simulation

Sellorita

GitHub

  • AI-driven marketing platform using LangChain and Gemini
  • Automated ad generation and campaign strategy
  • Integrated with Stability AI for creative content

🔬 Research Interests

  • 🧠 Explainable AI & Interpretable ML
  • 👁️ Computer Vision for Autonomous Systems
  • ⛓️ Blockchain Interoperability
  • 🤖 Generative AI & NLP

📊 GitHub Stats

Languages & Contribution Graph

Top Languages

📫 Connect With Me

LinkedIn

GitHub

Profile Banner

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  1. DIALECTO-BK DIALECTO-BK Public

    Backend for our gamified language learning app Dialecto

    Python 2 1

  2. CShah44/Sellorita CShah44/Sellorita Public

    A AI-Based Ad Generating - Marketing Assistant.

    Python 2 2

  3. RAMYA-PARSANIA/HFT_and_OrderBook_Simulator RAMYA-PARSANIA/HFT_and_OrderBook_Simulator Public

    3

  4. RAMYA-PARSANIA/TruthTell RAMYA-PARSANIA/TruthTell Public

    AI agent to detect frauds

    TypeScript 4

  5. PluginLive-BrightGradients-main PluginLive-BrightGradients-main Public

    TypeScript 1

  6. MLFiesta-FatalErrors MLFiesta-FatalErrors Public

    Our solution to the problem statement of ML Fiesta as part of Synergy 2024

    JavaScript 1