My Portfolio

In my portfolio you'll find a variety of data science and analytics projects that highlight my skills in extracting valuable insights from data. Using techniques such as machine learning, natural language processing (NLP) and statistical analysis, I've worked on projects involving prediction, AI, biometric systems and sentiment analysis.

I have a strong background in Python, R, SQL, HTML, JavaScript and creating visual reports using Power BI, showing how I can turn raw data into useful information for better decision making. You can learn more about my Skills here:

CO₂ Emissions Calculator for Business Trips

The CO₂ Emissions Calculator is a web tool that estimates the carbon footprint of business trips by calculating CO₂ emissions from travel and accommodation. Users input trip details like service center and client locations, transportation mode, number of travelers, travel distance, and hotel nights. The calculator then provides a detailed breakdown of emissions for each trip segment.

Evaluating the Performance of Facial Recognition Algorithms on Morphed Human Faces

This paper evaluates the effectiveness of six face recognition algorithms - DeepID, Facenet, Facenet512, OpenFace, SFace, and VGG-Face - on seven datasets, including those morphed using FaceFusion, OpenCV, FaceMorpher, and UBO techniques.

Prediction of Dengue Fever Cases in South America

The project developed and compared traditional statistical and machine learning models to predict dengue outbreaks in Bolivia and Nicaragua using climatic, socioeconomic, and historical dengue case data. The best model achieved significant predictive accuracy, with a mean absolute error of 19.05 for Bolivia and 41.82 for Nicaragua.

Prescription Drug Clustering and Recommendation System

This project aims to analyze medication user experiences and develop recommendation systems for patients and healthcare professionals. Using data from drugs.com and Kaggle, various clustering algorithms and recommendation techniques were applied to classify drugs based on reviews and side effects.