Yuga Ojima Email

Yuga Ojima Skills

• Systems Engineering
• Optimization
• Machine Learning
• Software Development
• Deep Learning Algorithms (1D/2D/3D-CNNs, Computer Vision, Supervised Learning)
• Deep Learning Analysis (Class Activation Map, Confusion Matrix, Accuracy and Loss Curves)
• Clustering Algorithms (K-Means, K-Means Time Series, SOP, DBSCAN, Unsupervised Learning)
• Cluster Analysis (Elbow Method, Silhouette Method, 2D/3D-PCA, DBA)
• Data Preprocessing/Analysis for Time-Series Data (Ingestion, Imputation, Classification)
• Controls Algorithms (Modern Control Theory, Optimal Control and Trajectory Optimization, RL, SL)
• Web Development
• Controls Labs (3D Helicopter, Inverted Pendulum, DC Servomete)
• Dynamics Labs (Subsonic/Supersonic Wind Tunnels, Tensile/Bending/Buckling Testings, DIC)
• Electronics Labs (Digital Sampling, Circuits)
• 3D Modeling/Printing (SOLIDWORKS, AutoCAD, Fusion 360, Selective Laser Sintering, Fused Deposition)
• Open-Source Software for Artificial Intelligence (TensorFlow, PyTorch, Keras, Scikit-Learn)
• Open-Source Software for Controls (Simulink, Georgia Tech Robotarium)
• Open-Source Software for Dynamics (OpenVSP, NAIF SPICE/MICE Toolkits)
• Open-Source Software for Analysis (Mathematica, LabView)
• Integrated Development Environment (Anaconda, Visual Studio, PyCharm)
• Code Hosting Platforms (Git, GitHub)
• Programming/Markup Languages (Python, MATLAB, LaTeX, HTML, CSS, Java, JavaScript)
• Operating Systems (Windows, macOS, Linux, Android, iOS)
• Microsoft Office (Word, Excel, PowerPoint, Outlook, OneNote)
• Disciplines (Computer Science, Aerospace, Mechanical, Systems, Materials, Electrical)
• Languages (English, Japanese)