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Romen  J. Martin Hernandez

Romen J. Martin Hernandez

Analyst

IES Hermenegildo Lanz | Granada

Technologies

My Portfolio Highlights

My New Github

GitHub - RomenJ/RLHeartFailure_clinical_records011: Logistic Regression of a sample of Cardiovascular diseases by Davide Chicco & Giuseppe Jurman (2020). ROC. Frecuency Distributions using seaborn

Datascience for a better science

My Work

Take a look at my latest work.

github

GitHub - RomenJ/comparisondiabetesrocuerves70kvs769: Comparison of ROC Curves between a diabetes Kaggle sample of 70k and a diabetes sample of 769 subjets

Python
github

GitHub - RomenJ/regrlinealmultilmodsales_tv_radio_social: Este programa carga datos de ventas ,visualiza la distribución de variables numéricas. Luego entrena dos modelos de regresión lineal y muestra los ajustes r2, R2 y rmse, mostrando cuál es el que mejor predice los números de ventas.

PythonGit
github

GitHub - RomenJ/webscrapingvisualization04: This program performs two functions: 1. Extracts the text from a website, classifies it by entities and saves it in an HTML. 2.- Shows a frequency diagram of the most used words on that website and the most common entities in NPL analysis.

Python
github

GitHub - RomenJ/CorrDiabetesKaggle70k: Visualization: Heat map.Content: Relationship between variables of a Kaggle's diabetes dataset . Registers: More than 70k.

Python
github

GitHub - RomenJ/lungcancer_datadescriptive_RL_sample309_1: This program is a Python script for analyzing and predicting lung cancer based on survey data. Preprocesses it, visualizes the data distribution, and trains a logistic regression model. The model's performance is evaluated using the ROC AUC metric and visualized with a ROC curve. Additionally, the script saves the ROC curve plot as an image file.

PythonGit
github

GitHub - RomenJ/PyML_emotion_detection_webcam: Emotion Analysis and visualization using Python with Tensorflow (Keras)

Python
github

GitHub - RomenJ/RLHeartFailure_clinical_records011: Logistic Regression of a sample of Cardiovascular diseases by Davide Chicco & Giuseppe Jurman (2020). ROC. Frecuency Distributions using seaborn

github

GitHub - RomenJ/survivingtitanic0rl1descriptive: Descriptive analysis of the titanic data set (Survived, Pclass Sex, Age, SibSp, Parch, Ticket, Fare Cabin, Embarked, SexNumer). Graphs and linear regression are added (Survived)

Python
github

GitHub - RomenJ/RobosAnalyzer: RobosAnalyzer is an advanced Python-based tool empowered by artificial intelligence (AI) and machine learning (ML) algorithms for in-depth analysis of robbery data

Python
github

GitHub - RomenJ/comparisonspssvspyhtondecimalscorr: Comparision in terms of decimal precission between the Statistical Package for the Social Sciences (SPSS 26) and a basic program made by pyhton on a correlation analisis in diabetes sample

Python
github

GitHub - RomenJ/reconoFace: Usando Machine Learning mediante OpenCV Haar Cascades usando fotos reales y realizadas por Leonardo AI

Python

My Certifications

These are the industry credentials that I’ve earned.

Other Certificates

SOCIEDAD ESPAÑOLA DE PSICOLOGÍA JURÍDICA Y FORENSE PSICÓLOGO EXPERTO EN PSICOLOGÍA FORENSE

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Cubicup | Oct 2023 - Dec 2023

Programmer Analyst, Data Scientist in Pyhton and SPSS

Development of Machine Learning programs in Python for sales prediction using Logistic Regression. Development of programs for data analysis and visualization using Python (ROC curves, heat maps, correlation analysis, student t tests...). Descriptive data analysis using SPSS and Python
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Forensic Psychologist | Mar 2014 - Present

Analyst

Forensic Psychologist for carrying out psychological analyzes for the issuance of judicial reports for the Institute of Legal Medicine and Forensic Sciences of Las Palmas, as well as for individuals and companies

My Education

Take a look at my formal education

Higher degree in Web Development Technician in Web Development IES Hermenegido Lanz (Granada) | 2024
Master's Degree in Work and Organizational Psychology and Legal-Forensic Psychology in Legal-Forensic PsychologySantiago de Compostela (Spain) | 2013
Bachelor of Psychology in Social PsychologySantiago de Compostela (Spain) | 2011

About Me

Romen  J. Martin Hernandez

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