content.yaml

title: Yusuke Contextofolio
description: Portfolio for Yusuke
header:
  logoAlt: Portfolio for Yusuke
  links:
    - text: Home
      href: "./index.html"
    - text: Publications
      href: "./publications.html"
    - text: CV
      href: "https://drive.google.com/file/d/1XRfy0wOMLphDXwdKXwpdaMK3AVfABMeV/view?usp=sharing"
    - text: 日本語
      href: "./index.html"

about:
  mainHeading: Yusuke Miyashita
  subHeading: I explore AI through research in language, robotics, and simulation!!
  content: >
    I graduated from Monash University with a Bachelor's degree in Engineering and Economics and I have been exploring the applications of AI in different fields such as language, robots and simulation. In my previous roles at the Commonwealth Scientific and Industrial Research Organisation (CSIRO), Monash University, and the Japanese startup company DeepFlow, I published research papers and developed open-source applications. 
  image:
    src: "./assets/jpeg/yusuke.jpg"
    alt: "Yusuke Miyashita"

projectsSection:
  mainHeading: Projects
  subHeading: Explore my work and contributions
projects:
  - sectionID: project_6
    sectionClass: project-bg-2
    imgSrc: ./assets/png/nanoPerplexityAI.png
    imgAlt: Video Screenshot
    title: "nanoPerplexityAI: The simplest open-source implementation of perplexity.ai"
    description: >
      The simplest and most intuitive open-source implementation of an open source perplexity.ai, a large language model(LLM) service which cites information from Google. No fancy GUI or LLM agents are involved, just 100 lines of python code.
    link: 
      text: Code
      href: https://github.com/Yusuke710/nanoPerplexityAI
  - sectionID: project_5
    sectionClass: project-bg-1
    imgSrc: ./assets/png/Can_LLM_Agents.png
    imgAlt: Software Screenshot
    title: Can Private LLM Agents Synthesize Household Energy Consumption Data?
    description: >
      During the internship at CSIRO in 2023 summer, our team investigated the capability of LLM in simulating household electricity data.
    link: 
      text: Read Blog
      href: https://link.growkudos.com/1emgdadq4u8
  - sectionID: project_4
    sectionClass: project-bg-2
    imgSrc: ./assets/jpeg/merit_prize.jpeg
    imgAlt: Software Screenshot
    title: Merit Prize for Cluster Competition at SuperComputing Asia 2024
    description: >
      As part of Monash DeepNueron, we participated in the cluster competition which involved distributed inference of earth-system simulation components (HPC) for weather studies 🌦️, and the multilingual language model(bloom) similar to ChatGPT.
    link: 
      text: Blog Post
      href: https://medium.com/@media.deepneuron/2023-apac-hpc-ai-competition-fc8689acdfe3
  - sectionID: project_3
    sectionClass: project-bg-1
    imgSrc: ./assets/png/pipeline.png
    imgAlt: Software Screenshot
    title: "ROSO: Improving Robotic Policy Inference via Synthetic Observations"
    description: >
      Featuring my final year project at Monash University, our research proposes the use of Generative AI to enhance zero-shot performance in robotic systems.
    link: 
      text: Project Page
      href: https://yusuke710.github.io/roso.github.io/
  - sectionID: project_2
    sectionClass: project-bg-2
    imgSrc: ./assets/png/ellipsoid_angled_view.png
    imgAlt: Software Screenshot
    title: Paraview 3D particle Visualiser
    description: >
      At Japanese startup company, DeepFlow, I developed Open-Source Software that enables the creation of high-quality, detailed 3D visualizations/animations for data from material science and physics simulation.
    link: 
      text: Youtube Video
      href: https://www.youtube.com/watch?v=JgkmHP0jZgk
  - sectionID: project_1
    sectionClass: project-bg-1
    imgSrc: ./assets/png/economics_video.png
    imgAlt: Software Screenshot
    title: Economics Video with 3B1B Style
    description: >
      This video explains the introductory Consumer Theory in Mathematical Economics, specifically the "Existence of a Utility Function representing Preference Relation."
    link: 
      text: Youtube Video
      href: https://www.youtube.com/watch?v=tCaYM52Cq2c

quiz:
  mainHeading: Wanna play a game?
  howToPlay: Guess the chosen word within this portofolio to reveal a secret!!
  submit_btn: Submit Guess
  play_contextofolio: True

footer:
  description: "youfu1202mo@gmail.com" 
  portofolio_link: "Check out the  Github project to build your own Portofolio!"
  socialLinks:
    - href: "https://www.linkedin.com/in/yusuke-miyashita-79a3771a5/"
      iconSrc: "./assets/png/linkedin-ico.png"
    - href: "https://github.com/Yusuke710"
      iconSrc: "./assets/png/github-ico.png"
    - href: "https://twitter.com/miyashita_03"
      iconSrc: "./assets/png/twitter-ico.png"
    - href: "https://www.youtube.com/@yusukemiyashita4879"
      iconSrc: "./assets/png/yt-ico.png"

publications:
  heading: Publications
  subheading:
  conferences:
    - title: "Miyashita, Y., Gahtidis, D., La, C., Rabinowicz, J., & Leitner, J. (2023). ROSO: Improving Robotic Policy Inference via Synthetic Observations. In A. Tompkins, & S. Abpeikar (Eds.), Australasian Conference on Robotics and Automation, ACRA 2023 (Australasian Conference on Robotics and Automation, ACRA). Australian Robotics and Automation Association (ARAA)."
      link: "https://ssl.linklings.net/conferences/acra/acra2023_proceedings/views/includes/files/pap145s2.pdf" 
      award: "Best Student Paper Nomination"

  workshops:
    - title: "Mahathir Almashor, Yusuke Miyashita, Sam West, and Thi Van Dai Dong. 2024. Can Private LLM Agents Synthesize Household Energy Consumption Data? In Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '24). Association for Computing Machinery, New York, NY, USA, 664–668."
      link: "https://doi.org/10.1145/3632775.3661993"

  invitedtalks:
    - title: 'Yusuke Miyashita and Allister Lim, "Student Competitions: From Students to Future HPC Researchers" HPC-AI competition 2, SCA2024, Feb. 2024'
      link: "https://sca24.sc-asia.org/speakers/"
      award: "Merit Prize"