Maico Bernal's repositories
real_state_colombia
EDA and machine learning for a Colombia real state dataset. Using geospatial data for feature engineering.
incremental_prices
ETL and automatic incremental loading using Airflow and MinIO as datalake in a Docker enviroment for "Precios Cuidados" dataset.
pathling_dashboard
A dashboard integrating a FHIR Pathling server and Synthea synthetic data generator in FHIR R4 format
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.
airplane_crashes
This repository contains web scrapping codes, EDA and a PowerBI visualization for plane crashes since first flight was made on 1899.
backend_snippets
This repository contains Node.JS tasks for Coderhouse's backend course
dataflow
A demo for testing GCP Dataflow batch ETL
easyform2doc-pdf
An easy way to create PDF and docs with Google Forms using Google App Script
segmentation
A repository of DICOM images segmentation using Pytorch
xray_nih_pneumonia
A CNN training with Keras for the NIH chest X-ray algorithm for detection of pneumonia
extensions_firebase
Firebase extension
forms-web
Primeros pasos iniciales en la búsqueda de simplificar la confección de informes médicos y armado de bases de datos.
isi-web
A tiny website for a real (but with low concurrency) ambulatory medical center in Patagonia using SAAS and Bootstrap.
pe_bleeding
Pulmonary embolism dataset bleeding risk analysis using R with GAM (Generalized Additive Model)
series_and_movies
A Disney/Netflix dataset EDA, ETL and DDL using MySQL
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