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rk-marseni/README.md

πŸ‘‹ Hi, I’m Rishi K. Marseni (@rk-marseni)

πŸ‘€ About Me

Passionate educator, researcher, and lifetime student:- currently exploring cutting-edge technologies, especially in computer vision with deep learning.

🌱 Research Interests

  • Use of Affective Computing in Psychiatry for Mood & Behavior Analysis
  • Human emotion recognition using facial expression classification
  • Computer Vision (Image Processing and Pattern Recognition)
  • Asymmetric Cryptographic Methods and Secure Information Systems
  • IoT, Remote Sensing, and Automation

πŸ’Ό Professional Experience

Assistant Professor

  • Nepal College of Information Technology | Pokhara University
    • Teaching: Principles of Programming Language, Artificial Intelligence, Software Engineering, Object-Oriented Design and Modeling, Enterprise Application Development
    • Involved in training and research in Deep Learning, with a focus on CNNs and GANs for advanced image processing and generation tasks.
    • Technical Program Committee Member at ICSET-2024 Conference

Senior IT Consultant

  • Green Decision Labs and Research (GD Labs) | Lalitpur
    • Developing and prototyping low-cost air quality monitoring systems

πŸ’» Skills

  • Machine Learning & AI: TensorFlow, Keras, PyTorch, scikit-learn, OpenCV
    • Deep Learning: Proficient in Convolutional Neural Networks (CNNs) for image recognition and classification, Generative Adversarial Networks (GANs) for image synthesis and data augmentation
  • Web Development: React - Next.js, Django, FastAPI
  • DevOps: Kubernetes, Docker, Jenkins, GitHub Actions, GitLab Runner
  • Cloud Services: Google Cloud Platform (GCP), AWS, Microsoft Azure
  • Databases: MySQL, PostgreSQL, MongoDB, Firebase
  • Version Control: Git, GitHub, GitLab
  • Operating Systems: Windows, Linux, macOS
  • Learning Management Systems: Moodle
  • Journal Management: Open Journal Systems (OJS)
  • Documentation & Design: LaTeX, Figma, UML, LibreOffice Draw
  • APIs: gRPC, RESTful, GraphQL

πŸŽ“ Academic Background

  • MSc. in Computer Science | Graduated February 2019
    • Completed a master's thesis on "A novel approach in image cryptography based on Chaos theory and Elliptic Curve"
  • BE in Computer Engineering | Graduated June 2016

πŸ’žοΈ Connect with Me

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  1. rk-marseni rk-marseni Public

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