I’m Carlos Barros

A Data Engineer And Machine Learning Engineer

Data engineer with experience in projects focused on helping companies to maximize their potential through the integration of multiple data sources. In this way, they can make intelligent decisions based on these to obtain greater performance and profitability supported by the latest technological advances.

Skills in designing, developing, and implementing data architectures in cloud environments involving ETL processes for Big Data projects applying distributed computing, automation in data pipelines, deployment of predictive models of Machine Learning, and Deep Learning in order to extract insights reflected in dashboard for the different stakeholders of the projects. Finally, I am passionate about sharing and communicating valuable ideas that impact and help others to learn through them.

Education

Data scientist

Aug 2018 - Mar 2019
IBM on Coursera

Computer science

Aug 2019
International University Foundation of La Rioja - UNIR

Software Engineer

Jan 2020
Holberton School

MOOC

DeepLearning.AI TensorFlow Developer

Deep Learning Specialization

MicroMaster Statistics and Data Science, MITx on edX

Mathematics for Machine Learning Specialization

Machine Learning Engineer Nanodegree on Udacity

Expertise

Data Analysis and Visualization

Programming language: Python, Scala, Spark, SQL

Visualization: Tableau, Power BI, Seaborn, Streamlit

Library: scikit-learn, TensorFlow, PyTorch

Algorithms and statistical models

Statistical modeling

Supervised learning: Decision Tree, Regression, Bayesian, Emsemble, XGBoost

Unsupervised learning: Clustering

Deep Learning: CNN, ANN, RNN

Cloud computing

AWS: EC2, SageMaker, Comprehend, S3, QuickSight, Api Gateway, Lambda, EMR, Glue, RDS, Stepfunctions

GCP: Cloud Storage, BigQuery, Compute Engine, Cloud Functions

Soft skills

Passionate about the business

Curious about data and research

Critical thinking

Strategic, proactive and cooperative

Apps

Customer segmentation model based on credit behavior

29 Dic, 2020

Certification

My Projects

Blog Post

Machine Learning for Baby boomers: Basic Concepts

  • 5 Jul, 2020
  • 5 min read

you are watching videos on Facebook about how to cook, specifically how to make cakes, pastries, and lasagna. At the end of a video, you will be able to see videos similar to the ones you have already seen, and how you like to watch cooking videos you keep clicking on.

Understanding C static libraries

  • 1 Mar, 2020
  • 5 min read

The Standard C Library, also known as the ISO C Library, is a collection of macros, types and functions for tasks such as input/output processing, string handling.

Understanding compilation

  • 5 Feb, 2020
  • 3 min read

The creation of an executable C module from a source code is basically a three-stage process

The power of the linux ‘ls’ command

  • 3 Feb, 2020
  • 2 min read

There are many commands for the Linux operating system, however, we will explain on this occasion how important it is to know how to use the “ls” command.

Get In Touch

I'm always looking for a new problem to solve, so if you have any problem that you need help with or think we can work together, don't hesitate to contact me

  • cj.barros07@gmail.com

  • Barranquilla, Colombia