mattia-ficarelli

ae_attendances_modelling

This repository contains the raw data and a python notebook to ingest historical A&E attendance data and then use a simple Prophet model to predict the number of A&E attendances in England if the COVID-19 pandemic had not happened. The predicted A&E attendance values from (2020-01 to 2021-12) are then compared to the actual data to quantify the impact of the pandemic on A&E attendances.

antibiotic_cost

Plotly chart and folium map visualizing the prescribing cost of the antibiotics Amoxicillin, Doxycycline Hyclate and Caefalexin for Clinical Commissioning Groups (CCGs).

azure_functionapps

Personal space to develop Azure Functions for use in Azure Data Factory ETL pipelines. DevOps .yaml pipeline used to push and deploy functions to Azure Enviroments.

fetch-boundaries

NHS organisation shapefile boundary fetching script for the DataLab OpenPrescribing platform

gp_mapping

Plotly chart and folium map visualizing the number of patients registered at individual GP practices in the London Commissioning Region (Y56).

hackathon_map

The solution to the Multiverse Hackathon: Finding the best location to open a company’s first operational facility.

nhs_time_of_travel

This GitHub repository and accompanying webpage contain the initial proof of concept and exploratory analysis for the design of a holistic and interactive mapping tool to support decision-making in health and social care.

restapi_flask

Development of a simple REST API with Flask

test_devops_databricks

Repository to develop databricks notebooks suitable for use in a Azure DevOps environment, and space for refactoring existing ETL design

AIF_Allocation_Tool

This project is a tool built in Python to assist Integrated Care Boards (ICBs) to perform need based allocation based on defined place. It uses the most recently produced GP Registered Practice Populations as well as the weighted populations calculated from the Allocation model for each of its components.

mattia-ficarelli/antibiotic_cost

Plotly chart and folium map visualizing the prescribing cost of the antibiotics Amoxicillin, Doxycycline Hyclate and Caefalexin for Clinical Commissioning Groups (CCGs).

mattia-ficarelli/ae_attendances_modelling

This repository contains the raw data and a python notebook to ingest historical A&E attendance data and then use a simple Prophet model to predict the number of A&E attendances in England if the COVID-19 pandemic had not happened. The predicted A&E attendance values from (2020-01 to 2021-12) are then compared to the actual data to quantify the impact of the pandemic on A&E attendances.

mattia-ficarelli/azure_functionapps

Personal space to develop Azure Functions for use in Azure Data Factory ETL pipelines. DevOps .yaml pipeline used to push and deploy functions to Azure Enviroments.

mattia-ficarelli/fetch-boundaries

NHS organisation shapefile boundary fetching script for the DataLab OpenPrescribing platform

mattia-ficarelli/gp_mapping

Plotly chart and folium map visualizing the number of patients registered at individual GP practices in the London Commissioning Region (Y56).

mattia-ficarelli/hackathon_map

The solution to the Multiverse Hackathon: Finding the best location to open a company’s first operational facility.

mattia-ficarelli/nhs_time_of_travel

This GitHub repository and accompanying webpage contain the initial proof of concept and exploratory analysis for the design of a holistic and interactive mapping tool to support decision-making in health and social care.

mattia-ficarelli/restapi_flask

Development of a simple REST API with Flask

mattia-ficarelli/test_devops_databricks

Repository to develop databricks notebooks suitable for use in a Azure DevOps environment, and space for refactoring existing ETL design

mattia-ficarelli/advent_of_code_2002

mattia-ficarelli/AIF_Allocation_Tool

Allocation Tool Design

mattia-ficarelli/ascof-r-model

R model of Adult social care outcomes framework

mattia-ficarelli/au-azure-databricks

NHSX AU-Data Engineering - Azure Databricks Analytics

mattia-ficarelli/azure-sql-db-python-rest-api

REST API using Python, Flask and Azure SQL

mattia-ficarelli/Azure_GitHub_workflows

GitHub Workflows using the bacon-gobbler library to upload files to Azure Data Lake

mattia-ficarelli/coding-club-Python-Data-Wrangling

mattia-ficarelli/multiverse_sales_modelling