Python Core and Libs (NumPy, SciPy, Pandas, SKLearn, etc)
Elias D. Nino-Ruiz
Ph.D. In Computer Science
Barranquilla
Summary
Enthusiastic Data Scientist and Engineer eager to contribute to team success through hard work, attention to detail, and excellent organizational skills. A clear understanding of the Data Science Process (including architecture) and Artificial Intelligence (including its subset Machine Learning) methods. Motivated to learn, grow and excel in the context of Applied Data Science.
Overview
11
11
years of professional experience
12
12
years of post-secondary education
2
2
Languages
Work History
Director of the Applied Math and CS Lab
Universidad del Norte
BAQ 080001, Colombia
04.2017 - Current
- Dashboarding: Google Data Studio, QLik Sense, Tableau
- Developing Machine Learning models via Python, Fortran, C, C++
- Developing applied stat methods via Parallel Computing frameworks (CUDA, MPI)
- Working with flat files (grad, gridded, netcdf) and databases (MySQL, SQLite)
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
Teaching Assistant of Data Science
Correlation One
USA
10.2020 - Current
- Carried out day-to-day duties accurately and efficiently.
- Led projects and analyzed data to identify opportunities for improvement.
- Modeled predictions with feature selection algorithms.
- Working with Data Science tools: computational languages and libraries, and infrastructure: Python Core + Python Libs (NumPy, SciPy, Sklearn, etc.) + Cloud Services (AWS)
Research Assistant
Virginia Polytechnic Institute and State University
Blacksburg, VA 24060
07.2011 - 12.2015
- Planned, modified and executed research techniques, procedures and tests.
- Gathered, arranged and corrected research data to create representative graphs and charts highlighting results for presentations.
- Performed statistical, qualitative and quantitative analysis.
- Developing Data Analytics and Data Assimilation methods for weather forecast.
- Using parallel computing to solve scientific problems (MPI, and CUDA).
Research Assistant
Lawrence Livermore National Laboratory
Livermore, CA 94550
06.2014 - 07.2014
- Planned, modified and executed research techniques, procedures and tests.
- Gathered, arranged and corrected research data to create representative graphs and charts highlighting results for presentations.
- Recorded experimental findings in laboratory notebook to analyze and interpret experimental findings.
- Created data visualization graphics, translating complex data sets into comprehensive visual representations.
- Participated in workshops to advance skills.
Givens Associate
Argonne National Laboratory
Chicago, IL 60439
06.2013 - 08.2013
- Worked independently to design, develop and test code.
- Designed of covariance matrices for time-dependent wind energy potential estimation.
- Working with MATLAB and Python.
Education
Ph.D. - Computer Science
Virginia Polytechnic Institute And State Universit
Blacksburg, VA 24060, USA 08.2011 - 12.2015
Master of Science - Industrial Engineering
Universidad Del Norte
BAQ 080001, Colombia 02.2009 - 03.2010
Master of Science - Systems Engineering
Universidad Del Norte
BAQ 080001, Colombia 08.2007 - 03.2009
Bachelor of Science - Systems Engineering
Universidad Del Norte
BAQ 080001 01.2002 - 03.2007
Skills
Data profiling
Software
MATLAB
Fortran
SQL
C/C
Java
WEB: Python (DJango)
Databases Engine: MySQL, PostgreSQL, MongoDB
Timeline
Teaching Assistant of Data Science
Correlation One
10.2020 - Current
Director of the Applied Math and CS Lab
Universidad del Norte
04.2017 - Current
Research Assistant
Lawrence Livermore National Laboratory
06.2014 - 07.2014
Givens Associate
Argonne National Laboratory
06.2013 - 08.2013
Ph.D. - Computer Science
Virginia Polytechnic Institute And State Universit
08.2011 - 12.2015
Research Assistant
Virginia Polytechnic Institute and State University
07.2011 - 12.2015
Master of Science - Industrial Engineering
Universidad Del Norte
02.2009 - 03.2010
Master of Science - Systems Engineering
Universidad Del Norte
08.2007 - 03.2009
Bachelor of Science - Systems Engineering
Universidad Del Norte
01.2002 - 03.2007
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