About

Strength

Experience

Education

Portfolio

I'm software engineer, researcher and an enthusiast Data Scientist

I have more than 5 years of experience working as software developer and research, and as part of the projects in which I worked I could improve my skills in different fields:

  • Software Enginnering
  • Machine Learning
  • Evolutionary Algorithms
  • Software Visualization

But besides of the work, I'm also continuously improving my skills related to Data Science and NLP, areas which I'm passionate about. I find it very interesting and challenging to process different types of texts and transform them into valuable information to use in N applications.

In addition, I like to play sports because it is relaxing and healthy, I also like to travel to places where one is more connected to nature or places that have many stories to tell.

Skills

Language Programming

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Python

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Pharo

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Java

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Android

Databases

Relational: MySQL, SQLite

Non-relational: MongoDB

Areas

Software engineering

Machine Learning

Natural Language Processing (NLP)

Evolutive Algorithms: Genetic Algorithm, Genetic Programming

Tools

Pharo: Pharo IDE, Roassal

Python: Numpy, Matplotlib, Pandas, Scikit-Learn, SciPy, Jupyter, OpenCV, Django

Operating Systems: Windows, Linux (Debian, Ubuntu), MacOS

Others: Octave, Latex

Language Skills

Spanish

English

 
 

ObjectProfile

 

2020 - Present

 
 

Infer type variables from dinamically typed language source code (Pharo) using Machine Learning

 
 

Research and development of a tool that suggests assertions to validate the arguments of Pharo methods

 
 
 
 
 

SEMANTICS S.R.L.

 
 

2018 - 2020

 
 

Maintenance and development of GraphQL API on Pharo

 
 

Development of a test generation tool using Genetic Algorithm

 
 

Design and development of a visualization tool for evolutionary programs

 
 

PIL Andina S.A.

 

2017 - 2018

 
 

Mobile App Developer for the sales and distribution system

 
 

Backend developer for the sales and distribution system

 
 

Preparation of reports for different areas of the company

 
 
 
 

2021

 

Machine Learning

 
 
 
 
 

2020

 
 

Natural Language Processing (NLP)

 
 

2019

 

Introduction to Neural Networks, Genetic Algorithms, and NeuroEvolution

 
 
 
 
 

2019

 
 

Reinforcement Learning for Video Games

 
 

2019

 

Deep Learning Specialization

 
 
 
 
 

2016

 
 

Object Detection

 
 

Clasificacion de Idiomas Originarios

Project Saturdays AI

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TestEvoViz

Visualization tool

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Visual automatic fire detection through the Histogram of Oriented Gradients and Support Vector Machine

Research project UMSS

Copyright © Andreina 2021