This is

Diego Perez

Data Scientist Machine Learning Engineer

More About Me
About

Let me introduce myself.

Profile Picture

I am a data scientist with a software engineering background, tech-lover and amateur athlete. I began playing around with computer science when I was 13, I studied two associate degree's and a Bachelor's degree in computer science (Software Engineering track). Afterwards, my interest in the Artificial Intelligence world started growing and I studied a Master's Degree in Artificial Intelligence.
Meanwhile, I have performed an internship at BBVA in the innovation team and I have been working at Clarity as Data Scientist since 2017.

Technical Skills

Here are some of my technical skills. However I consider myself a learning-lover, I did work with these technologies but I am always open to learn some new stuff!

Resume

More of my credentials.

Here you can find information about my education as well as my work experience. For more information do not hesitate to contact me.

Education

Master's Degree

Artificial Intelligence
2018 - 2020

Technical University of Madrid, Madrid, Spain

MSc in Artificial Intelligence

Bachelor Degree

Computer Science
2014 - 2018

Technical University of Madrid, Madrid, Spain

Bachelor's degree in Software Engineering

Associate degree

2012 - 2014

Centro Maria Auxiliadora, Leon, Spain

Certificate of Higher Education in Administration of Computer Systems in Network.
In Spain, this Associate degree is called "Ciclo Formativo de Grado Superior"

Work Experience

Data Scientist

October 2017 - Present

Clarity

Clarity AI is a fast-growing start-up. By the time I get aboard, we were less than 10 people and today we are ~100 people. During the last few years, I have accomplished very different tasks, from analyzing people’s needs through their expenses, using manifold learning to identify consumption profiles to turn deep learning models into production, using tools such as mlflow, airflow, docker… Summarizing, too much to tell in a few lines.
Some of my tasks have been:

  • Methodological development, coding and turning notebooks into production by using docker, papermill, and airflow

  • Comprehensive data analysis and publication of 2 papers in the way.

  • Machine Learning Engineering, turning ML models into production, versioning, tracking, monitoring, storage, traceability…

  • Design and develop ML models

Data Scientist

October 2016 - May 2017

BBVA

Development a tool to automatize ETL process.

  • Development of a protocol to analyze streaming data based on previous transformations.
  • Tools: Spark, Pandas, Numpy, Hadoop HDFS, Scikit-Learn, Jupyter, Zeppelin and more.

Courses and More

Course on-line

January 2020 - May 2020

Udacity

Machine Leraning Engineer Nanodegree

Course on-line

April 2018

Deeplearning.ai | Coursera

Deep Learning Specialization by Professor Andrew Ng:
- Sequence Models
- Convolutional Neural Networks
- Structuring Machine Learning Projects
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- Neural Networks and Deep Learning.
See the certificates here.

Course on-campus

2016

Samsung Tech Institute

Android apps development

Portfolio

Check Out Some of My Publications and Works.

In this section you will find some of my last publications in conferences and some of my personal projects that are available online

A little bit more of me

What Are my interest areas?

Some of my areas of interest, I do love all that have something to do with the data world, from data science to data engineering. More specifically, I love all that have something to do with Machine Learning!

Contact

I'd Love To Hear From You.

You can contact me by this contact form. If you prefer to send an email directly or to call me, please, find at the end of the page te contact information.


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Where to find me

Madrid Area
Madrid, Spain

Call Me At

Mobile: (+34) 686 18 47 65