Do you know how to become a data-driven organization?

I'm Fabian Peña

Data Scientist Machine Learning Engineer

More About Me
About

Let me introduce myself

Profile Picture

I am a Master's student of Information Engineering and I am currently working on my thesis project focused on helping you to interact and interpret Machine Learning systems. I have implemented data analytics and Big Data solutions in contexts suchs as tax administration, public health and mobility. In addition, I have previous experience in software development (backend and frontend) and TI infraestructure.

Soft Skills

Technologies

  • 90%
    PythonPandas, Scikit-Learn, Tensorflow, Django
  • 90%
    JavaHibernate, Jersey, Spring
  • 80%
    JavascriptAngular, D3
  • 70%
    Data VisualizationTableau, Power BI
  • 70%
    Cloud ComputingAWS, Azure, Google Cloud
  • 70%
    SQLPostgreSQL, MySQL, Oracle
  • 60%
    No-SQLMongoDB, Cassandra
Resume

More of my credentials

Work Experience

CEO

December 2018 - To Date

Lulo Inc.

We help companies to extract insights from data for effective decision-making through machine learning algorithms and interactive visualizations. We use agile methodologies for continuos stakeholder involvement and quick value generation.

Research Assistant

January 2017 - December 2018

Universidad de los Andes - Alianza CAOBA

Design and development of solutions based on Data Analytics and Big Data for the CAOBA Alliance and its customers, principally government companies. Implementation of Machine Learning models, data transformation with Python and information visualization with JavaScript (D3.js). Use of multiple tools of the Hadoop ecosystem.

Instructor

December 2017 - April 2018

Fundación de Egresados de la Universidad Distrital

Teaching activities for the Big Data and Data Analytics course: Data science, information visualization and Machine Learning modules. Development of theoretical and practical sessions with a total duration of 60 hours.

Consultant

April 2016 - June 2017

GreenTech

Software development and support for electronic payment systems. Most pf the time I focused in the design and development of the frontend layer applying AngularJs and REST webservices.

Project Lead

November 2014 - April 2016

Of Business

Management and implementation of projects of virtualization and information security. More specifically, I worked in the administration of VMware virtualization environments, application and database server diagnostic and implementation of domain controller and terminal server hostings.

Internship

July 2014 - November 2014

IBM

Software development for the National Savings Fund (Fondo Nacional de Ahorro) based on Java Enterprise Edition, REST webservices y Javascript. I was also involved in the development of store procedures in DB2.

Software Developer

June 2012 - October 2013

One-Click

Requirement analysis and software development based on Java Enterprise Edition, Vaadin, Oracle and IBM WebSphere Application Server.

Education

Master Degree

January 2017 - To Date

Universidad de los Andes

Master of Information Engineering with enphasis in Machine Learning and Visual Analytics.

Bachelor Degree

February 2008 - December 2015

Universidad Distrital Francisco José de Caldas

Systems Engineering with enphasis in software development, databases and Artificial Intelligence.

Services

What Can I Do For You?