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PRupeshdev/README.md

Hi, I'm P Rupesh πŸ‘‹

πŸŽ“ Integrated M.Tech Software Engineering Student at VIT-AP University πŸ“ India πŸ’Ό Aspiring Software Engineer | Machine Learning Enthusiast


πŸš€ About Me

I am a Software Engineering student with a strong academic background (CGPA: 8.77/10) and hands-on experience in software development, machine learning, and deep learning applications.

I focus on building impactful solutions by combining programming, data analysis, and AI techniques, with experience in both academic and research-driven projects.


🧠 Research & Publication

πŸ“„ Human Factors in Aviation Safety: NLP on Pilot Reports (IEEE ICAAIC 2025)

  • Conducted research on aviation safety using Natural Language Processing
  • Developed a CNN–BiLSTM–BiGRU model with attention mechanism
  • Analyzed pilot reports to identify critical human factors
  • DOI: 10.1109/ICAAIC64647.2025.11329454

πŸ›  Technical Skills

Programming Languages: Python Java JavaScript SQL HTML CSS PHP

Machine Learning & AI: NLP CNN BiLSTM BiGRU YOLO OpenCV

Frameworks & Tools: MySQL Microsoft SQL Server VS Code Google Colab Kaggle Android Studio


πŸ“‚ Projects

πŸŽ₯ Crime Scene Video Summarization

  • Developed a system to analyze long-duration surveillance videos
  • Generated concise summaries from multi-camera inputs
  • Applied computer vision techniques using YOLO and deep learning

πŸ’° Personal Finance Tracker

  • Built a web application to track income, expenses, and bill reminders
  • Integrated graphical analytics for better financial insights
  • Implemented authentication and user-friendly dashboard

πŸ“Š Stock Market Prediction Using ML

  • Developed machine learning models using historical stock data
  • Performed preprocessing, feature engineering, and evaluation

🏫 Student Information Management System

  • Designed a web-based system with full CRUD operations
  • Implemented role-based access control and secure authentication

🧍 Pose Estimation System

  • Built a real-time human pose detection system
  • Detected body keypoints and analyzed human activities
  • Used pre-trained deep learning models for multi-person tracking

πŸ’Ό Experience

  • Developed multiple machine learning and web-based applications
  • Worked with large datasets for preprocessing and predictive modeling
  • Conducted research in NLP-based deep learning systems

πŸ† Certifications & Achievements

  • Oracle Cloud Infrastructure 2025 Certified Foundations Associate
  • Python (Basic) – HackerRank
  • Google Play Academy – Store Listing Certificate
  • Technical Support Fundamentals – Coursera
  • Introduction to Git & GitHub
  • Machine Learning Workshop (KICK ML)
  • Workshop on The Data Navigator
  • πŸ₯‡ Hackathon Winner (Frontend Development – Unstop)

🌐 Education

πŸŽ“ VIT-AP University (2022 – 2027) Integrated M.Tech in Software Engineering CGPA: 8.77/10


πŸ“« Contact

πŸ“§ Email: prupesh1809@gmail.com πŸ”— LinkedIn: https://www.linkedin.com/in/p-rupesh-413200238/ πŸ’» GitHub: https://github.com/PRupeshdev


⭐ β€œPassionate about building intelligent systems and scalable software solutions.”

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  1. aviation-nlp-analysis aviation-nlp-analysis Public

    IEEE-published research on applying NLP and hybrid deep learning models to pilot reports for detecting human factors affecting aviation safety (Scopus indexed).

  2. Campus_Food_App Campus_Food_App Public

    It a innovative Idea for the Campus of our College ,In which they can order food from canteen and it shows the food availability in real time

    HTML

  3. PRupeshdev PRupeshdev Public