Antonio Barrera Mora

Data Scientist and Clinical Psychologist | Analytics to Improve Mental Health

Welcome to my resume & portfolio!

Hello, I'm Antonio. I'm a Data Scientist with two years of experience, also boasting four years as a Data Analyst, and coming from a Clinical Psychology background

My passions are mental health and psychology, computer science, strategy video games, lifelong learning and travelling. But none compares to my devotion to my family and friends.

Projects

NameCategoryRepository LinkSkillsSummaryToolsType
Fitbit users insights for guided decisionsAcademicLink to RepositoryR, SQL, MarkdownThis work is the ‘Capstone Project’, a study case part of the eighth course “Google Data Analytics Capstone” of the “Google Data Analyst” program. BigQuery, RStudio, Tableau, SpreadsheetsData Mining
Hypertension and PsychopathologiesPilot Project ProposalLink to repositoryR, Algorithms, Git, MarkdownFoundation document for the creation of a machine learning project.RStudio, Spreadsheets, Tableau, BigQueryData Mining
Data science applied to the fight against traffic accidentsPersonal-Academic ProjectLink to repositoryR, GitThe project intend to show how the “life cycle” applies to data mining (DM) projects through applying a tentative exemplary case of circulation accidentsRStudio, Spreadsheets, BigQuery, TableauData Mining
Unsupervised methods in machine learningPersonal-Academic ProjectLink to repositoryR, Algorithms, Markdown, GitIn this project we will work with unsupervised machine learning models, with special emphasis on the modification of parameters to refine the results.RStudio, GitHub, Spreadsheets, TableauData Mining
Classification with decision treesPilot Project ProposalLink to repositoryR, Algorithms, Markdown, GitWe will address the creation of a supervised data mining project. We will use a classification algorithm, specifically the decision tree model.RStudio, GitHub, Spreadsheets, TableauData Mining
N&D.hol. International expansion (I)派遣会社(Agency)Link to respositoryR, Git, MarkdownWe will go through the first 3 phases of the project that will lead to the acquisition of a dataset with which we will tackle the modelling and testing phases in a second part of the project.RStudio, GitHub, BigQuery, SpreadsheetsData Mining
N&D.hol. International expansion (II)派遣会社(Agency)Link to respositoryR, Algorithms, Git, MarkdownDerived from part 1 and with the dataset from phase 2, we will apply different machine learning modelsRStudio, GitHub, Spreadsheets, TableauData Mining
Meditation AppPersonalLink to repositoryJavascript, CSS, HTML, GitSimple meditation app in JavascriptVStudio, GitHubFront-End
Meat business company (I)Pilot Project ProposalLink to repositorySQL, Git, R, MarkdownA company requests a data warehouse projectRStudio, Postgres, GitHubData Warehouse
Who survived the Titanic派遣会社(Agency)Link to repositoryPython (Data Science), Algorithms, Git, HTML, Markdown, ScriptingWe will work on a comprehensive classification example using the dataset from the Titanic: Machine Learning from Disaster competition hosted on Kaggle.Jupyter, Anaconda, Notion, DataSpellData Mining



Tools

NameRelated to Projects (Property)Status
NotionWho survived the Titanic
TableauFitbit users insights for guided decisions, Hypertension and Psychopathologies, Data science applied to the fight against traffic accidents, Unsupervised methods in machine learning, Classification with decision trees, N&D.hol. International expansion (II)
PowerBi
SpreadsheetsFitbit users insights for guided decisions, Hypertension and Psychopathologies, Data science applied to the fight against traffic accidents, Unsupervised methods in machine learning, Classification with decision trees, N&D.hol. International expansion (I), N&D.hol. International expansion (II)
BigQueryFitbit users insights for guided decisions, Hypertension and Psychopathologies, Data science applied to the fight against traffic accidents, N&D.hol. International expansion (I)
Azure
RStudioFitbit users insights for guided decisions, Hypertension and Psychopathologies, Data science applied to the fight against traffic accidents, Unsupervised methods in machine learning, Classification with decision trees, N&D.hol. International expansion (I), N&D.hol. International expansion (II), Meat business company (I)
Office365
Wireshark
VStudioMeditation App
GitHubUnsupervised methods in machine learning, Classification with decision trees, N&D.hol. International expansion (I), N&D.hol. International expansion (II), Meditation App, Meat business company (I)
PostgresMeat business company (I)
AnacondaWho survived the Titanic
JupyterWho survived the Titanic
DataSpellWho survived the Titanic



Skills

NameOrientationProjectsTags
HTMLMeditation App, Who survived the TitanicExcellent
CSSMeditation AppExcellent
JavascriptMeditation AppIntermediate
AlgorithmsUnsupervised methods in machine learning, Classification with decision trees, Hypertension and Psychopathologies, N&D.hol. International expansion (II), Who survived the TitanicExcellent
Python (Data Science)For Data ScienceWho survived the TitanicHigh
RData Science LanguageFitbit users insights for guided decisions, Data science applied to the fight against traffic accidents, Unsupervised methods in machine learning, Classification with decision trees, Hypertension and Psychopathologies, N&D.hol. International expansion (I), N&D.hol. International expansion (II), Meat business company (I)High
SQLData Base Query LanguageFitbit users insights for guided decisions, Meat business company (I)High
PL/pgSQLStored procedure language for PostgreSQL/OracleIntermediate-High
COBOLIntermediate
MarkdownN&D.hol. International expansion (I), Hypertension and Psychopathologies, Fitbit users insights for guided decisions, Unsupervised methods in machine learning, Classification with decision trees, N&D.hol. International expansion (II), Meat business company (I), Who survived the TitanicExcellent
ScriptingWho survived the TitanicExcellent
CExcellent
GitData science applied to the fight against traffic accidents, Classification with decision trees, Hypertension and Psychopathologies, N&D.hol. International expansion (I), Unsupervised methods in machine learning, N&D.hol. International expansion (II), Meditation App, Meat business company (I), Who survived the TitanicIntermediate-High