Data Analysis and Machine Learning projects

NOM-35 Compliance and Risk Analysis Tool

Tools Used:

Automates psychosocial risk analysis based on NOM-35, featuring an integrated survey, risk assessment, dashboard creation, and PDF report generation, all through an intuitive user interface.

March 2024

Automated Financial Assistant with Optical Recognition

Tools Used:

OCR (Optical Character Recognition) to convert purchase receipts into Excel tables. Power BI is then used to generate detailed weekly and monthly expense reports.

July 2024

SpaceX Launch Analysis and Landing Prediction

Tools Used:

Analyzing the historical launch data of SpaceX rockets to understand the factors contributing to successful landings.

June 2024

Dashboard and Geospatial analysis of wildfire in Australia

Tools Used:

Geospatial data analysis and dashboard to understand the behavior of wildfires in Australia.

May 2024

Mercado libre Web Scraping

Tools Used:

Scrape data from a specified URL. The extracted data can be saved in CSV or Excel format, and users can also download images directly.

January 2024

Weather analysis and Rainfall Prediction with Machine Learning

Tools Used:

Weather analysis and rainfall prediction from the Australian Government's Bureau of Meteorology.

April 2024

Fruit Classiffier with Dimensionality Reduction

Tools Used:

Over 90% accuracy with only 188 features (instead of 30,000) using PCA, TSNE, Support Vector Machine, Decision Trees, Multi-layer Perceptron, and Hard & Soft voting methods.

January 2024

Historical Automobile Sales Analysis

Tools Used:

A comprehensive analysis of historical automobile sales data to uncover trends, patterns, and insights that can help in forecasting future sales and making informed business decisions.

January 2024