Skip to content
View yeseo01's full-sized avatar

Block or report yeseo01

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
yeseo01/README.md

Hi, I'm Yeseo πŸ‘‹πŸ»

Developing AI that uncovers hidden patterns in nature and solves problems beyond traditional modeling
Software Engineering + Mechanical & Aerospace Engineering


πŸš€ About Me

  • πŸŽ“ Dual major in Software Engineering and Mechanical & Aerospace Engineering

  • 🧠 Passionate about modeling and controlling complex physical systems (fluid flows, energy systems, plasma, dynamics, etc.) through advanced AI methods

  • ✈️ Conducting research in aerospace data analysis, particularly AI models using satellite and aerial datasets

  • πŸ€– Interested in autonomous robotic systems capable of exploration and rescue in extreme environments such as outer space and disaster zones

  • 🧩 Enjoy implementing algorithms from first principles β€”
    I build MLPs and various machine learning algorithms from scratch using only NumPy, without relying on high-level ML frameworks


βš™οΈ Skills & Tools

MATLAB Python C C++ ROS 2 Gazebo RISC-V Linux


πŸ“‚ Featured Projects

  • 🧠 Implementing MLPs and ML Algorithms From Scratch

    • Built multilayer perceptrons (MLPs) and several classical ML algorithms entirely from scratch using NumPy without high-level frameworks
    • Focused on understanding fundamentals such as optimization, loss landscapes, and generalization
  • ✈️ Aerospace Energy & Flight Modeling Research (ongoing)

    • Investigating how flight variables and energy consumption interact by analyzing real flight data
    • Aiming to develop efficiency prediction models for electric and hybrid aircraft
  • πŸ›° Satellite & Aerial Data AI (in planning)

    • Designing AI pipelines for environment understanding, anomaly detection, and mission support using satellite and aerial imagery

🎯 Long-Term Vision

  • Leverage AI to understand, predict, control, and even replace traditional models of complex natural systems β€” air, wind, space, and biological processes
  • Ultimately, I aim to build safe, efficient, and ethical AI-driven systems for science, aerospace, robotics, and beyond

πŸ“¬ Contact

Popular repositories Loading

  1. Vertiport-Site-Selection Vertiport-Site-Selection Public

    25-1 Aerospace Artificial Inteligence Project

    Python 2

  2. Linear-Algebra Linear-Algebra Public

    3-2 Linear Algebra Assignment4-5

    Python 1

  3. learn-cpp learn-cpp Public

    C++ Practice

    C++ 1

  4. learn-c learn-c Public

    C Practice

    1

  5. learn-verilog learn-verilog Public

    Verilog Practice

    Verilog 1

  6. matlab_final matlab_final Public

    SW Applications in Aerospace Engineering 1 _ Final

    MATLAB 1