Summary
Work History
Education
Skills
Media
Technical Skills
Projects
Timeline
Generic

Masumi Yano

Tacoma

Summary

A passionate junior computer scientist. Currently pursuing a bachelor's in Computer Science, but will pursue PhD in Machine Learning to enhance skills and contribute to the tech industry's evolving landscape. The journey reflects commitment to transforming the passion into a meaningful tech career.

Work History

Large Language Model Capture-the-Flag (LLM CTF)

Google Deep Mind
01.2024 - 03.2024
  • Generate a LLM defense system to secure the secret from the attackers.
  • Generate attack prompt against defense LLM system made by other team to fetch the secret.
  • Participate in the competition with PhD student from Privacy Preserving Machine Learning Laboratory.

Privacy Preserve Machine Learning Research Lab

Professor Martine I De Cock
10.2023 - Current
  • Participate in a machine learning research lab, focusing on immersive learning and understanding of fundamental ML concepts and applications through hands-on experience and peer collaboration.
  • Engage in regular discussions with experienced peers to deepen knowledge of machine learning techniques, trends, and real-world applications, enhancing theoretical understanding with practical insights.
  • Contribute to a dynamic learning environment by actively participating in knowledge exchange sessions, gaining insights into advanced machine learning methodologies and their implications in contemporary research.

Insulin Lipohypertrophy Prediction Supervised ML

Hospital Of Nanjing Medical University
02.2024 - Current
  • Collaborate with Hospital of Nanjing Medical University to build a machine learning model to predict if patient will have lipohypertrophy.
  • Improved the accuracy of existing model from 78% to approximately 85%.
  • Conducted detailed analysis using confusion matrices to identify key features impacting model predictions, enabling the extension of the model's capabilities to predict additional health outcomes.


Education

Bachelor of Science - Computer Science

University of Washington
Tacoma
08.2025

Skills

  • Personal Development
  • Organization and Planning Skills
  • Project Management
  • Verbal and Written Communication
  • Team Collaboration
  • Japanese

Media

GitHub - https://github.com/MasumiYano

Linked In - https://www.linkedin.com/in/masumiyano/

Portfolio Website - https://www.yanomasumi.com/


Technical Skills

Language

Python, Java, JavaScript, HTML, CSS


Framework/Library/Other Technical Skill

TensorFlow, Scikit Learn, PyTorch, Pandas, Git, Jira

Projects

Pyvas - Discord Bot (https://github.com/MasumiYano/Pyvas-discord-bot)

  • Discord bot integrates with Canvas API to give you an easier time in college.
  • Used Json file to sort user's information.
  • Optimized API request to offer better quality.


Tetris-AI (https://github.com/MasumiYano/Tetris-AI)

  • Trained AI to solve Tetris game.
  • Collaborated on an open-source project
  • Enhancing proficiency in understanding and interpreting diverse coding styles and methodologies.
  • Used Deep Q Learning


Oh here's waldo (https://github.com/MasumiYano/oh-here-is-waldo)

  • Use CNNs (Convolutional neural network) to train a model to find waldo in random generated data.
  • Leverage Tensorflow API to processing image and train a model.

Timeline

Insulin Lipohypertrophy Prediction Supervised ML

Hospital Of Nanjing Medical University
02.2024 - Current

Large Language Model Capture-the-Flag (LLM CTF)

Google Deep Mind
01.2024 - 03.2024

Privacy Preserve Machine Learning Research Lab

Professor Martine I De Cock
10.2023 - Current

Bachelor of Science - Computer Science

University of Washington

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Masumi Yano