About Me

I'm an AI engineer passionate about machine learning and computational neuroscience. I hold an MS in Computer Science from NYU's Tandon School of Engineering, where I focused on natural language processing, computer vision, and understanding neural systems.

I specialize in building data-driven solutions that bridge research and real-world impact. My work combines technical expertise with a deep curiosity for solving challenging problems at the intersection of AI and human cognition.

Aya Oshima

Skills & Technologies

Programming Languages

  • Python
  • C++
  • MATLAB
  • SQL
  • R

Machine Learning

  • TensorFlow
  • PyTorch
  • Keras
  • Scikit-learn
  • Reinforcement Learning
  • GANs

Data Science & Analytics

  • Pandas
  • NumPy
  • SciPy
  • Statistical Modeling (PCA, TCA)
  • Time-Series Analysis

Computer Vision

  • OpenCV
  • CNN
  • Object Detection
  • Image Processing
  • Kalman Filters

NLP & AI

  • NLP
  • Symbolic Reasoning
  • LSTM
  • BERT
  • GPT-2
  • MeCab

Tools & Platforms

  • Git
  • Docker
  • AWS
  • Hadoop
  • Apache Spark
  • Linux
  • CI/CD (Travis CI)

Education

Master's in Computer Science

New York University, Tandon School of Engineering

2022 - 2024

  • Thesis: Supervised by Prof. Robert C. Froemke, focusing on computational neuroscience neural data modeling at NYU Grossman School of Medicine's Neuroscience Institute
  • Coursework: Machine Learning, Artificial Intelligence, Discrete Mathematics, Operating System, Big Data, Software Engineering, Information Security and Privacy, Data structure and Algorithm, NeuroInformatics (auditing)

Activities & Leadership

  • NYU Cheerleading Club: Member of the Spirit Squad, representing NYU at various events
  • NYU Women in Mindfulness Fellowship: Engaged in mindfulness practices to promote well-being and focus
  • NYU ML Club: Participated in workshops and discussions on Machine Learning