Data scientist Vigo, Spain

Might be available

(Updated 2020-01-10)

Data scientist

Vigo, Spain

Native Spanish, Fluent English, Intermediate French

  • Deep neural networks
  • Experienced data scientist
  • Experienced Python programmer
Contact

Skills (21)

VISUALIZATION

KERAS

NEURAL NETWORKS

TEACHING

PANDAS

STATISTICAL ANALYSIS

DOCUMENTATION

TENSORFLOW

INDUSTRIAL ENGINEERING

Git

TRADING

MATPLOTLIB

NUMPY

OPTIMIZATION

MONTE CARLO

SOFTWARE ENGINEER

REAL-TIME

Python

ROBOTICS

NEURAL

FANUC

Summary

Passionate about research, data science, machine learning and software engineering. Worried about climate change. Free software advocate and contributor.

- https://www.linkedin.com/in/peque/

- https://github.com/Peque/

- https://stackexchange.com/users/4387363/peque?tab=accounts

Professional Experience

Research and Development team lead
OpenSistemas

2014-01 - Present

Machine learning algorithms for automated trading in forex and stock exchanges. Parallel, distributed, scalable systems with ZeroMQ.

 - Deep and convolutional neural networks applied to automated trading.
 - Statistical analysis and portfolio optimization with Monte Carlo and walk-forward simulations.
 - Research and development of market-structure-based indicators.
 - Design and development of a general-purpose multi-agent system module in Python (https://github.com/opensistemas-hub/osbrain).
 - Design and development of a real-time trading platform based on the multi-agent system module.
 - Design and development of a tool for real-time market data visualization.
 - Presenter at EuroPython, PyData Madrid and PyConES.

Technologies: Python, Keras, TensorFlow, Numpy, Scipy, Pandas, Numba, ZeroMQ, C, Theano, scikit-learn, Matplotlib, Bokeh, Plotly, Pyro, PyQtGraph.

Testing and development: pytest, Tox, flake8, Black, isort, Git, Gitlab, GitHub, Travis, Vim, Neovim.
Documentation: reST, Sphinx, Read the Docs.

System and network administrator, OpenSistemas
Free software solutions

2013-01 - 2013-01

(Spain).
Free software solutions for virtualization, monitorization and high availability services.
Research assistant
UPM

2008-01 - 2012-01

Madrid (Spain).
Part-time remunerated internships. Projects with a duration from 6 to 12 months.
Lab teacher
UPM

2008-01 - 2010-01

(Spain).
Teaching C programming to more than 100 engineering students.

Academic Background

Research Master i-MARS

2007-01 - 2015-01

Master
Grande école d'ingénieurs française Supélec

2013-01 - 2014-01

Contact contractor

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