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Data scientist with strong background in physics, complex systems and statistics. Experience of +4 years using Python for data analysis, machine learning and teaching. Advance use of Git and Continuous Integration for a healthy software development life cycle. I am in the last step of my PhD studies in the University of Duisburg-Essen in Germany. Currently I am looking for a full time job position in an area related with data science, data analysis or similar. I am a Colombian who enjoys to learn, travel and practice sports. In this website I want to show you a little of my professional life and share some experiences and knowledge.
Analyze business related data to report or improve key factors about the customer-company interaction. Application of Python in different data science projects in the company. Improve the Google AdWords conversion import from externally attributed conversions to improve the selection of users to advertise the product. Implementation of an uplift model to prioritize the customers to be contacted from our sales team. Advance use of git, continuous integration and testing to fulfill the code requirements of the company. Cooperation with senior data scientists to implement relevant code for the company. Use of SQL to create tables for different data analysis relevant for the projects of the team.
August, 2020 - January, 2021I work in a really new and interesting field of physics: econophysics. Econophyics is an interdisciplinary research field that uses concepts in physics to solve problems in economics. You can take a look of my work in my GitHub repository.
October, 2018 - PresentHere I made an interesting research related to the practical application of physics concepts in a central bank-specific context. My first professional experience in Germany.
April, 2021 - July, 2021During the summer semester I solved the exercises of the Econophysics course that is coordinated by the Research Group Guhr. In the winter semester I taught the Data Analysis Laboratory coordinated by the Faculty of Physics.
April, 2019 - April, 2021I taught physics, physics laboratory and calculus in the Faculty of Exact and Natural Sciences for engineering.
February 2015 - June 2018I taught physics, physics laboratory and calculus in the Department of Physics and Mathematics for engineering.
January 2017 - May 2018Postgraduate Diploma. One year learning about management and projects. A small break from physics to learn something from a different field.
August 2015 - August 2016During my Master I worked on scanning electron microscopy and image processing. I made an internship in the Image Processing Laboratory at the University of Montreal. Here you can check my thesis.
August 2012 - August 2015My first serious step in the academy. My Bachelor was an amazing time to learn the basics and discover a new world.
August 2007 - August 2012