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Maico Bernal's Projects

airplane_crashes icon airplane_crashes

This repository contains web scrapping codes, EDA and a PowerBI visualization for plane crashes since first flight was made on 1899.

dashboard_avocado icon dashboard_avocado

This is a fully functional dashboard deployed with Streamlit and using Supabase's postgres database. XGBoost model preloaded in Streamlit for real time inferences.

dataflow icon dataflow

A demo for testing GCP Dataflow batch ETL

easyform2doc-pdf icon easyform2doc-pdf

An easy way to create PDF and docs with Google Forms using Google App Script

forms-web icon forms-web

Primeros pasos iniciales en la búsqueda de simplificar la confección de informes médicos y armado de bases de datos.

incremental_prices icon incremental_prices

ETL and automatic incremental loading using Airflow and MinIO as datalake in a Docker enviroment for "Precios Cuidados" dataset.

isi-web icon isi-web

A tiny website for a real (but with low concurrency) ambulatory medical center in Patagonia using SAAS and Bootstrap.

pathling_dashboard icon pathling_dashboard

A dashboard integrating a FHIR Pathling server and Synthea synthetic data generator in FHIR R4 format

pe_bleeding icon pe_bleeding

Pulmonary embolism dataset bleeding risk analysis using R with GAM (Generalized Additive Model)

real_state_colombia icon real_state_colombia

EDA and machine learning for a Colombia real state dataset. Using geospatial data for feature engineering.

segmentation icon segmentation

A repository of DICOM images segmentation using Pytorch

vocado icon vocado

A 5 person team working with agile methodology using Python, Spark, Airflow, Streamlit and Cassandra to create a dashboard app with 3 functionalities for the Yelp's public dataset: sentiment analysis of reviews using Transformers, ML predictions for new business opportunities using XGBoost and time series analysis for top brands. Dashboard demo her

xray_nih_pneumonia icon xray_nih_pneumonia

A CNN training with Keras for the NIH chest X-ray algorithm for detection of pneumonia

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