Skip to content
No description, website, or topics provided.
TSQL Python
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Exposito Logo - GovHack 2019.png
Exposito Thumbnail - GovHack 2019.png
ExpositoLogo-GovHack2019.png
GovHack 2019 Architecture.jpg
GovHack NICI Architecture.docx
GovHack NICI Recommendation Engine.docx
GovHackSQL.sql
README.md
lambda_function.py

README.md

Exposito Logo

Exposito

Team members & guests: Etienne Oosthuyesen, Jake Deed, Andrew Exley, Cameron Wells, Matt Nolis, Nghia Ngyuen, Rory Tarnow-Mordi, Reagan Burpee, Daniel Lindsell, Shishir Sarfare and Justin Ward

Source Code url: https://github.com/ExposeShowUsYourData/Exposito

Video url: https://youtu.be/dU1sMRCuFZc

Homepage url: https://github.com/ExposeShowUsYourData/Exposito

Local Event Location:

Adelaide

Challenges

  • National - Leveraging innovation precincts to drive economic prosperity
  • National - Training AI models to deliver better human outcomes
  • National - Australia’s Future Employment
  • Local - Investing in regions
  • Local - Showcasing our regions
  • Local - Local Government Information Technology Association of South Australia

What is NICI?

National Investment and Commerce Initiative or NICI is a modern gateway to connect investors, migrants and tourists to opportunities and services provided by the federal, state, and local government agencies. NICI's AWS based intelligent platform employs mature services such as machine learning, deep learning, speech and language services; while leveraging open datasets from private and government agencies and research institutions. Its intelligent design means it can self-learn to continuously adapt to the changing data and environment to provide the best available information and analysis to individuals in a fast and secure manner. A 360-degree feedback loop ensures NICI is not only able to assist individuals, but also help improve bodies, such as local councils, learn through feedback and improve its products and services.

How can NICI help you?

If you are an Investor, NICI can assist you by providing information on industry in regional and urban areas with potential development and growth opportunities. Depending on your needs, NICI delivers information on infrastructure, services, demographics, and environment for an area. It also understands government or business initiatives, providing up-to-date information on funding grants or available government incentives, and promotes new initiatives. NICI puts you in touch with local resources such as councils or businesses to assist your investment journey.

If you are a Worker looking for employment opportunities in regional Australia, NICI provides information on local industries, in-demand skills, demographics and liveability factors. It understands amenities, sporting associations, art and culture, events, access to services are essential and connects you to local job boards and resources for additional information and assistance. It actively learns your needs, to recommend information and services suited to your personal requirements.

If you are a Local Council, NICI provides regional relocation recommendations to individuals, and investment opportunities to investors using a 360-degree feedback loop. Understanding local infrastructure and services, the solution seeks to improve vocational and cultural diversity, enriching councils' ability to create prosperous regions.

How does NICI work?

NICI's intelligent platform continuously evolves through interactions and analysis. A robust architecture based on modern technologies, open datasets and a powerful recommendation engine underpin NICI’s platform.

NICI Data (described in detail on the NICI Project Page)

NICI analyses several open datasets based on information required or relevant to the individual, leveraging economic, demographic, environmental and social data captured by federal, state and local government bodies. Underlying datasets are described on the project page.

NICI Architecture (described in detail in Govhack NICI Architecture and Govhack NICI Recommendation Engine documents)

Overview

NICI is the National Investment and Commerce Initiative, the modern gateway to connect investors, migrants and tourists to opportunities and services provided by federal, state and local government. NICI is an AI platform hosted in the AWS ecosystem, it comprises of an application endpoint that can handle a variety of communication channels including text through chat windows and also voice. The conversation then passes through to AWS Lex chatbot which is used to obtain more relevant information about the subject and whether they’re looking to invest, looking for work or are interested in tourism in certain areas. The chat bot is hooked up to speech services such as AWS Translate and AWS Polly so it isn't limited to just English speaking backgrounds. After NICI has obtained enough information about the subject and they ask for a recommendation the data is passed through the AWS Sage Maker to be passed through Machine Learning.

AI Platform

CloudFront Web Application This is the communication endpoint for the user. This encompasses all the application artifacts including UI interface, communication with the backend API’s, databases for storage and AI components

Lex Chat Bot This service provides a conversational interface into the application using voice and text through Natural Language Processing (NLU) and Automatic Speech Recognition (ASR). This is the central point to the application which can call a host of other functions / API’s to enhance user experience

Speech Services AWS Translation Services allows the user to communicate to our AI platform in a variety of languages, asking questions and it being understood by our Chat Bot engine and AI. Responses and information can then be translated back to the user in the native language. AWS Polly can turn text into lifelike speech. This is used to communicate verbally to the user if that is their chosen communication channel.

Sage Maker Sage Maker is the Machine Learning product that hosts the NICI Recommendation Engine. The recommendation engine makes recommendations based on datasets previously acquired as well as the dialog acquired through the users interaction with the chat bot.
The ML is built to give the best recommended action to prospective opportunity seekers, where “best” can change based on the requirements of NICI’s owner. Data acquisition is handled in the ML side of the application This is detailed more under the Machine Learning documentation.

NICI Recommendation Engine (Machine Learning) - NICI Backend document

To give the best recommended action to prospective opportunity seekers, where “best” can change based on the requirements of NICI’s owner.

You can’t perform that action at this time.