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  • Tianjin University
  • Shandong Prov. PRC
  • 11:39 (UTC +08:00)

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Fireflies-17/README.md

๐Ÿ‘‹ Hi, I'm Biemenghan

๐Ÿค– Undergraduate @ School of Artificial Intelligence, Tianjin University

๐Ÿ’ป Research Intern @ Smart IoT Group, Tianjin University


๐Ÿš€ About Me

  • ๐ŸŽ“ Major: Artificial Intelligence @ Tianjin University School of Artificial Intelligence
  • ๐ŸŽฏ Research Focus:
    • ๐Ÿ“ก IoT Communication Signal Processing - Deep learning-based wireless signal enhancement, denoising, and reconstruction
    • ๐Ÿง  Large Language Models - In-depth research on implementation principles and architectural design
    • โšก Model Inference Acceleration - Algorithm deployment optimization and real-time signal processing
    • ๐ŸŒ Web Frontend Development - Building signal visualization and monitoring platforms
  • ๐Ÿ’ป Interests: Travel ๐Ÿš…, Music ๐ŸŽถ, Photography ๐Ÿ“ท, Gaming ๐ŸŽฎ
  • ๐ŸŒฑ Currently Learning: Digital Signal Processing, Model Inference Optimization
  • ๐Ÿ’œ Favorite Artist: G.E.M.
  • ๐Ÿ“ซ Contact: [email protected]

๐Ÿ› ๏ธ Tech Stack

๐Ÿค– Machine Learning & Artificial Intelligence

Python PyTorch TensorFlow LLM NumPy

๐ŸŒ Web Development

Vue.js HTML5 CSS3 JavaScript

๐Ÿ”ง Development Tools

Git GitHub PyCharm CLion VS Code


๐Ÿ”ฌ Research & Interests

๐Ÿ“ก IoT Signal Processing & Enhancement

  • Deep Learning Denoising - Using neural network architectures to remove channel noise
  • Intelligent Channel Estimation - Leveraging Transformers to predict and compensate for channel fading
  • Real-time Signal Detection - Deploying lightweight neural networks on edge devices for fast signal recognition

๐Ÿง  Large Language Models

  • LLM Architecture - In-depth understanding of Transformer-based models and attention mechanisms
  • Inference Acceleration - Optimizing model serving performance and reducing inference latency

๐ŸŒ Web Development

  • Frontend Engineering - Building responsive and interactive user interfaces
  • Modern Frameworks - Exploring Vue.js, React, and cutting-edge web technologies

๐Ÿ’ก Fun Facts

  • ๐Ÿ“ธ Love capturing moments through Photography
  • ๐ŸŽต Big fan of G.E.M. - music fuels my learning!
  • โœˆ๏ธ Enjoy traveling to new places and experiencing different cultures
  • ๐ŸŽฎ Gaming enthusiast - finding balance between code and games
  • ๐ŸŒ Based in Tianjin, China
  • โœจ Always eager to learn and explore new technologies!

๐ŸŽฏ Current Focus

  • ๐Ÿ“ถ Researching signal enhancement algorithms for IoT communication scenarios
  • ๐Ÿ”ฌ Diving deep into Transformer architectures and attention mechanisms
  • โšก Experimenting with inference optimization techniques
  • ๐ŸŒ Building responsive and modern web applications
  • ๐Ÿ“– Reading cutting-edge AI and signal processing research papers

๐ŸŒˆ Life Philosophy

"Sigue avanzando, has llegado lejos,"

"Mรญrate en el espejo, ยฟves que siempre he estado contigo?"


๐Ÿ“ซ Let's Connect!

GitHub Fireflies-17 Email


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