my name is Fernando Costa.
I'm a Data engineer based in the beautiful city of Madrid, Spain.

whoami

Fernando Costa

I'm a Data engineer.

Training the next generation of Data analysts @ Ironhack.

I graduated in psychology and also studied various languages along the way: Arabic, German, French and even Spanish sign language. I then ended up studying lingusitics and fell in love with phonetics. I wanted to find a way to explore speech production & recognition, which turned out to be data analytics. So I studied a Data Analytics bootcamp at Ironhack coding school and a masters program on Artificial intelligence at INESEM.

Also trained as a full-stack (MERN) developer.

Passionate about sharing my love for software 🚀

Download CV


what i've done

key areas

Data extraction, data manipulation, visualization & and data modeling.

Python

  • Pandas
  • Numpy
  • Scikitlearn
  • Tensorflow
  • Scipy
  • Matplotlib/Seaborn
  • NLTK
MySQL
noSQL: MongoDB
Tableau

View on LinkedIn
Ironhack
Lead teacher - Data analytics
Ironhack

June 2022 - currently

Ironhack
Program Manager - Data courses
Ironhack

June 2021 - June 2022

Ironhack
Instructor - Teaching assistant
Ironhack

October 2020 - June 2021

Ironhack
Data analyst - Bootcamp
Ironhack

January 2020 - March 2020

Mercadona
Master in Artificial intelligence & deep learning
INESEM

September 2019 - September 2020

Mercadona
Human Resources
Mercadona

February 2017 - November 2019

UAM
Master of applied linguistics in English
UAM

September 2015 - June 2017

Cambridge
CELTA
Chester school of English

August 2016

UAM
Bachelor of psychology
UAM

September 2011 - June 2015

Utrecht
Research assistant
Utrecht Universiteit

The Netherlands

February 2015 - June 2015

SDSU
Academic exchange
San Diego State University

California, USA

August 2014 - December 2014



what i do

Python

Python for data analysis and software development

SQL

Desingn and querying relational (and also non-relational) databases

Data modeling

Using machine learning for predictions.



PORTFOLIO

Neural network - Accents

Do I have an accent?

Are you a spanish speaker? Are you worried about you speaking with an accent? Check how well you speak!.
Pending to be deployed.

  • Neural networks
  • Nautral language processing
  • API
Scraping COVID-19

Scraping the COVID-19 proteins

Creating a database with the possible pharma components that
could best bind to the surface proteins of the coronavirus.

  • Web scraping
  • Data mining
  • COVID-19
Machine learning models

Choosing the best Machine learning model

Finding the best algorithm for a given dataset.Kaggle competition.

  • Machine learning
  • Kaggle
csv to sql

csv to SQL

Given a dataframe, lading it into SQL through Bash and Python scripting

  • MongoDB
  • Data enrichment
  • Geo queries
Portfolio - MongoDB

NLP in a DB stored API

Create users, messages and groups and analyze its sentiment.

  • Natural language processing
  • MongoDB
  • API
Portfolio - MongoDB

Data cleaning

Cleaning data to test hypotheses.

  • Data cleaning
  • Hypothesis testing
  • Data management


contributions

Medium article

Starting off a python data science project on GitHub

Fernando Costa

Medium article

¿Qué tienen en común Git y Mercadona?

Fernando Costa

Workshop snapshot

Intro to data analysis

Workshop @ Ironhack



quotes