Personal details
Mauhcs
Timezone: Tokyo (UTC+9)
Summary
I got my Ph.D. in Computer Science back in 2015 in Tokyo. Since then I have been working in the industry in multiple projects always related to Python, Machine Learning and Data Science.
I want to foster the skills and tricks I learned in the workplace and academia to make people succeed faster.
I was very fortunate to be on the receiving end for most of my life, it is time to give it back to people.
Work Experience
Deputy Chief Quant
SBI Alpha | Jun 2016 - Oct 2018
Python
C++
PostgreSQL
Ansible
Docker
Kubernetes
TensorFlow
Keras
High Frequency Trading Bayesian Analyst.
- Developed a daily production pipeline of 7~10TB of data to feed to trading algorithms for capital markets.
- I modeled price and volatility changes using Bayesian models, recurrent neural nets and SVM.
Research Assistant
National Institute of Informatics | Apr 2014 - May 2015
Python
Haskell
- As a researcher I was responsible for the development of new techniques for bayesian reasoning and its models
Personal Projects
2020
Python
Machine Learning
Swift
TensorFlow
Mobilev2
Augmented Data is a mobile App that allows Python developers to visualize and interact with data in Augmented reality (AR) in real time.
Using deep-learning for image recognition ran on the device, the user can touch the data points and see them highlighted and moving on the screen.
Automated Trading
2016
Python
C++
SQL
Ansible
Docker
Apache Kafka
TensorFlow
Keras
- I Developed a daily production pipeline of 7~10TB of data to feed to trading algorithms for capital markets.
- I modeled price and volatility changes using Bayesian models, recurrent neural nets and SVM.