Python (Including Tensorflow, Keras, Matplotlib)
Daisuke Sakai
Quantitative Analyst
Summary
Highly creative and logical thinker with multimodal experience in various environments and cultures. Efficient worker ready to learn and absorb new ideas and skills. Excellent as both generalist and specialist, willing to draw knowledge from various fields to find solutions to new problems.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
3
3
Certifications
3
3
Languages
Work History
Analyst
Log21Ruby
Bangkok
01.2022 - Current
- Quantitative analysis and algorithmic trading in DeFi (Decentralized Finance) using time series analysis, statistical analysis, modelling and ML techniques. Studying DeFi protocols and liquidity pools.
- Specific analyses were conducted on volatility, dimensionality reduction, time series, autoregressive modeling, seasonality modelling, clustering, and risk. Used deep learning in high frequency analysis of order book data.
- Develop original trading ideas and techniques.
- Recommended ideas and improvements on marketing and articles on official website.
Engineer Intern
Flowscience Japan/Poseidon CAE
Tokyo
10.2021 - 12.2022
- Studied C++ code and read research papers regarding parameter optimization using a type of stochastic algorithm, model fitting of thermoset materials, and geometric sphere packing algorithms.
- Wrote reports and gave presentations, and gave internal consultation for mathematics and algorithm implementations.
- Hand engineered fully generalized autodiff algorithm in python, with both backward and forward accumulation versions.
- Basic data cleaning and analysis.
Piano Teacher
Private
Leeds
06.2021 - 09.2021
- Teaching classical piano technique, methods of practice, expression, interpretation, and elementary music theory.
- Performance-centric.
Food Service Worker
Saint-Marc cafe
Tokyo
03.2021 - 09.2021
- Cash Register, Baking Bread, Preparing Food and Drinks, Cleaning and Washing
Mathematics Tutor
Private
Tokyo
10.2017 - 02.2018
- Tutoring Undergraduate Level Real Analysis (Calculus)
- Helping elaborate and explain lecture content, helping with homework, exam preparation
Education
Bachelor of Arts And Sciences - Physics And Mathematics
University of Tokyo
Tokyo, Japan 09.2015 - 04.2020
Master of Science - Mathematics
University of Leeds
Leeds, UK 09.2020 - 09.2021
High School Diploma -
Prem Tinsulanonda International School
Chiang Mai, Thailand 09.2012 - 05.2014
Skills
Data Modeling
undefinedCertification
Deep Learning Specialization, Coursera - 24 weeks
Software
Rust
Matlab
R
C
SQL
Timeline
Analyst
Log21Ruby
01.2022 - Current
Engineer Intern
Flowscience Japan/Poseidon CAE
10.2021 - 12.2022
Piano Teacher
Private
06.2021 - 09.2021
Deep Learning Specialization, Coursera - 24 weeks
06-2021
Food Service Worker
Saint-Marc cafe
03.2021 - 09.2021
Master of Science - Mathematics
University of Leeds
09.2020 - 09.2021
Machine Leaning, Stanford University
09-2020
Financial Markets, Yale University - 7 weeks
07-2020
Mathematics Tutor
Private
10.2017 - 02.2018
Bachelor of Arts And Sciences - Physics And Mathematics
University of Tokyo
09.2015 - 04.2020
High School Diploma -
Prem Tinsulanonda International School
09.2012 - 05.2014
Similar Profiles
Tracey L. WrightTracey L. Wright
Analyst at Humana KentuckyAnalyst at Humana Kentucky
AASHEER PEERBHAIAASHEER PEERBHAI
Analyst at Nomura HoldingsAnalyst at Nomura Holdings
OMARI ROBINSONOMARI ROBINSON
Analyst at Elevate VenturesAnalyst at Elevate Ventures