Hi, I'm Ignacio

Business Scientist | Data Analyst

Insights for Business through Data

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About Me

My introduction

Hi, I'm Ignacio, and I'm an aeronautical engineer from the Polytechnic University of Madrid. Three years ago, I began my journey in the data industry, specifically in analytical problem-solving and building Artificial Intelligence models.

Throughout these three years, I have always sought to put data at the service of business for informed decision-making. Today, I work at SDG Group, a data consulting firm, as a Business Scientist, focused on FMCG sector clients. Thanks to my responsibilities in the company, I am able to combine my two major fields of interest: strategic consulting and programming.

But beyond my professional experience, what truly excites me is the world of data and the constant pursuit of learning and improvement. I love working on projects that challenge me and allow me to learn new techniques and tools to enhance my performance. That's why I've created a newsletter where I share project insights and news from the world of data on a weekly basis.

03 Years
experience
08 Completed
project
04 Companies
worked
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Skills

My technical level

Python

More than 3 years

Processing, cleaning & transformation

95%

Deep Learning

85%

Statistical Methods

80%

Machine Learning

75%

Visualization (Streamlit and Dash)

75%

Flask (back-end)

75%

SQL

More than 2 years

Processing, cleaning & transformation

85%

Big Query, MySQL, PostgreSQL, MongoDB, Impala

85%

Data Management

70%

Business Intelligence

More than 2 years

DOMO

90%

Looker & Data Studio

80%

PowerBI

70%

Cloud Computing & Big Data

More than 1 years

Spark

75%

Google Cloud Platform

55%

Hadoop, HDFS, Hive, Impala

55%

Qualification

My personal journey
Education
Work

Degree in Aerospace Engineering

Technical University of Madrid (UPM)
Sep 2016 - Jul 2020
More info

Degree in Aerospace Engineering

  • Specialized in Aerospace Propulsion

  • Final Degree Thesis: "Machine Learning applied to AirBnB".

  • Passed with honors: "Fuels and Lubricants", "Space Production Systems", "Business and Project Management".

  • Grade: 7.52/10

Big Data for the Industry

Technical University of Madrid (UPM)
Feb 2020 - May 2020
More info

Big Data for the Industry

  • Fundamentals of Business Analytics

  • Descriptive and Exploratory Analysis.

  • Predictive and Prescriptive Analysis.

  • Grade: 9.1/10

MSc in Aeronautical Engineering

European University of Madrid (UEM)
Sep 2020 - Feb 2022
More info

MSc in Aeronautical Engineering

  • Final MSc Thesis: "Convolutional Neural Networks for the detection of aircraft parts".

  • Grade: 8.3/10

MSc in Big Data & Business Analytics

IMF Business School & Antonio de Nebrija University
Sep 2020 - Feb 2022
More info

MSc in Big Data & Business Analytics

  • Data Analytics

  • Artificial Intelligence

  • Data Engineering

  • Scrum and Agile Methodologies

  • Final MSc Thesis: "Recurrent Neural Networks to predict cryptocurrencies".

  • Grade: 8.8/10

Google Cloud Certification

Coursera
Sep 2022 - Present
More info

Google Cloud Certification

  • Associate Cloud Engineer

  • Data Analysis Certification

Aerodynamics Team Member

UPM Racing Team
Sep 2019 - Feb 2020
More info

Big Data for the Industry

  • Fundamentals of Business Analytics

  • Descriptive and Exploratory Analysis.

  • Predictive and Prescriptive Analysis.

  • Grade: 9.1/10

Data Scientist Intern

Kerox Technology
Feb 2020 - Jun 2020
More info

Data Scientist Intern

  • Data Analysis, Exploration and Cleaning

  • Training of Machine and Deep Learning models

  • Visualization

  • Python, SQL

Data Scientist

Pentaquark Consulting
Nov 2020 - Oct 2021
More info

Data Scientist

  • Complete data cycle: extraction, processing, preparation, cleaning and analysis in large datasets.

  • Involved in decision making of projects.

  • Predictive hospitalization tool for Covid-19.

  • Modelling financial and trading algorithms.

  • Back-end, front-end and API building

  • Python, PySpark, R, SQL, HTML, CSS, JavaScript

Data Assistant - Business Intelligence

NTT Data
Nov 2021 - Jul 2022
More info

Data Assistant - Business Intelligence

  • 'Decision Making Environment' team in BBVA Bank.

  • Whole data cycle for the construction and maintenance of dashboards.

  • Database modelling and implementation of ETLs.

  • Proof of concept with Google Cloud for a possible migration.

  • Python, PySpark, DOMO, SQL, Looker, BigQuery

Senior Data Analyst

Carrefour
Jul 2022 - Sep 2022
More info

Senior Data Analyst

  • Analytics to support decision making.

  • Reporting of principal KPIs.

  • Automation of manual analysis and reporting processes.

  • Introduction of new forms of analytics in the company.

  • Python, PySpark, SQL, Impala, Data Studio, MicroStrategy

Business Scientist & Insights

SDG Group
Sep 2022 - Present
More info

Data & Business Analytics Consultant

  • Turning a business problem into a data project.

  • Development of business-focus models.

  • Deliverables comprehensible to business and technical users.

  • Budgeting plan

  • Python, SQL, DOMO, PowerBI

Data Analytics Communicator

Substack & Medium
Mar 2023 - Present
More info

Freelance Data Analyst

  • Data project development explained.

  • Reporting on the latest news and trends in the sector.

Latest Featured Projects

Welcome to my world

Finance Management

Application developed with Streamlit to control expenditure and revenues

Airbnb Customer Satisfaction

Natural Language Processing to detect pattern in customer reviews
project1

Airplane Parts Detection

Convolutional Neural Network to recognize different parts of regular airplanes

Airbnb Exploratory Data Analysis

In-depth analysis to aid data-driven decision making

Crypto Price Prediction

Recurrent Neural Network to predict cryptocurrency price

Airbnb Time Series Forcasting

Classical time series forecasting methods and concepts

Contact Me

Do you have any project in mind?

Call Me

664684024

Location

Madrid - Full Remote