Mauhcs

Mauhcs

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ABOUT ME
Quirky Data Scientist with a Ph.D. in CS and 8 years in the industry
Quirky Data Scientist with a Ph.D. in CS and 8 years in the industry

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.

Tokyo (+09:00)
Joined August 2020
EXPERTISE
8 years experience
10 years experience
5 years experience
12 years experience

REVIEWS FROM CLIENTS

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SOCIAL PRESENCE
GitHub
ship_monitoring
EOS.IO State History Plugin (SHiP) monitoring simple App
JavaScript
2
1
Line-Parser
Parser for LINE (the messenger app). Developed with Pythonista for Pythonista.
Python
2
0
Stack Overflow
530 Reputation
1
6
19
EMPLOYMENTS
Deputy Chief Quant
SBI Alpha
2016-06-01-2018-10-01
High Frequency Trading Bayesian Analyst. - Developed a daily​ production pipeline of 7~10TB of data​ to feed to trading algorithms for c...
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​.
Python
C++
PostgreSQL
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Python
C++
PostgreSQL
Ansible
Docker
Kubernetes
TensorFlow
Keras
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Research Assistant
National Institute of Informatics
2014-04-01-2015-05-01
- As a researcher I was responsible for the development of new techniques for bayesian reasoning and its models
- As a researcher I was responsible for the development of new techniques for bayesian reasoning and its models
Python
Haskell
Python
Haskell
PROJECTS
Augmented Data View Project
Self driven
2020
Augmented Data is a mobile App that allows Python developers to visualize and interact with data in Augmented reality (AR) in real time. ...
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.
Python
Machine learning
Swift
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Python
Machine learning
Swift
TensorFlow
Mobilev2
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Automated Trading
Japanese Online Broker
2016
- I Developed a daily​ production pipeline of 7~10TB of data​ to feed to trading algorithms for capital markets. - I modeled price and v...
- 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​.
Python
C++
SQL
View more
Python
C++
SQL
Ansible
Docker
Apache Kafka
TensorFlow
Keras
View more