Welcome to Kaichi’s Website!
Thank you for visiting! My name is Kaichi Irie. This web page is for summarizing what I’ve studied and created.
About me
Affiliation:
- Faculty of Economics, Kyoto University, Japan.
- Kyoto University Cycling Club🚲
- Institute for the Advanced Study of Human Biology (BiMed-Math Lab), Kyoto University Institute for Advanced Study (KUIAS), Kyoto University, Japan. (working as a part-time worker)
- DATAGRID Inc, Kyoto city, Japan.(working as a part-time engineer)
What Interests Me :
- Machine learning
- Deep learning
- Generative AI
- Competitions
- Kaggle
- Deep learning
- Data Analytics
- Mathematics
- Mathematical Modelling
- Statistics
- Stochastic Simulation
- Probability theory
- Optimal Transport Theory
- Number theory
- Euclidean Algorithm
My Links : LinkedIn / GitHub / ASHBi / Kaggle
My History and Activities
| year | activity |
|---|---|
| 2018 | Entered Kyoto Municipal Horikawa Senior High School |
| 2019 | Won A-Rank in the Japan Mathematical Olympiad Presented a poster on number theory research results at Kyoto University Academic Day (Presentation Summary, Poster PDF) |
| 2020 | Presented a poster on number theory research results at ISSF held in Thailand |
| 2021 | Entered Kyoto University Faculty of Economics Joined DeMiA Inc. internship, learning about web applications using Django. Created a chat app. |
| 2022 | Started participating in Kaggle Began working as an OA at Kyoto University Institute for Advanced Study Human Biology Mathematics Group (BiMed-Math Lab) |
| 2023 | Began working as an engineer at DATAGRID Inc. |
Activity Details
My Kaggle Activities
- American Express - Default Prediction
- My first Competition.
- I do not have codes of this competition anymore…
- Open Problems - Multimodal Single-Cell Integration
- I did not clean up my code of this competition…Sorry
- RSNA Screening Mammography Breast Cancer Detection
- After RSNA Breast Cancer Competition (My Competition Review)
- I missed my bronze medal🥉 because of policy violation.
- I shared my private notebook with my friend without knowing policy violation.
- My code is on Kaggle and the links are in the script above.
- My Kaggle Essence
- This script summarizes what I learned from Kaggle.
My Mathematics Reseach during High School
- Poster presentation slide at Kyoto-University Academic Day in 2019.
- Overview of the presentation
- Poster PDF
- English ver is here:Poster PDF
- Poster presentation slide at ISSF2020 (16th International Students’ Science Fair) in Thailand
BiMed-Math Lab
- Read “Stochastic Modelling for System Biology”
- The link of this book is here.
- Chapter 4: Stochastic Simulation
- Chapter 5: Markov Processes
