株式会社Ridge-i / AI Solutions Engineer
Bunkyo-ku, Tokyo, Japan
株式会社Ridge-i / AI Solutions Engineer
Bunkyo-ku, Tokyo, Japan
株式会社Ridge-i / AI Solutions Engineer
For my PhD I used statistics, machine learning, and massive astronomical image data to explore what our galaxy is made of.
In the future
In the future
Curiosity led me to double-major in biology and physics. Finally, I ended up diving into astronomical data science during grad school, studying the molecules floating around in space that can eventually become planets, and even living things.
June 2018 - Aug 2018
Working in an extremely diverse team to leverage AI, the Google Cloud Platform, and scientific guidance to probe the edge astronomy and biology. My role in the team, as an astronomy PhD with experience machine learning, is as a conduit between the scientists and Ai engineers. My technical input during the program was valuable in developing a pipeline from varied extreme-life datasets to potential effects on exoplanetary atmosphere stability, leveraging cutting-edge machine le
Mar 2018
Oct 2007
Oct 2007
Oct 2012
Oct 2012
Oct 2016
Oct 2016
This project is in collaboration with GRID, Inc. We are applying a variety of machine learning techniques to massive, all-sky astrophysical data sets. Our goal is to facilitate breakthroughs in big-astrophysical-data. This field suffers from two major limitations that we think machine learning can help with: 1) Heavy reliance on conventional models (which make very strong assumptions) 2) Too much data! We have more information coming in from satellites and telescopes than we are able to efficiently and thoroughly analyze.
This project is in collaboration with GRID, Inc. We are applying a variety of machine learning techniques to massive, all-sky astrophysical data sets. Our goal is to facilitate breakthroughs in big-astrophysical-data. This field suffers from two major limitations that we think machine learning can help with: 1) Heavy reliance on conventional models (which make very strong assumptions) 2) Too much data! We have more information coming in from satellites and telescopes than we are able to efficiently and thoroughly analyze.
Mar 2015
May 2012
I double-majored in biology and physics to build a broad platform of knowledge about natural sciences. For example, I took elective classes in ecology and neuroscience due to their interdisciplinary nature. My major interest was in studying connections between biology, chemistry, physics, and astronomy. In my last year and a half, I started to focus on astrophysics. I did small research projects in biology and materials science, and an in-depth project in astrophysics. At the
2009
July 2018
Oct 2016
Aug 2018
Apr 2017
Jan 2017
Jan 2017
July 2015
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English - Native, Japanese - Conversational