Projects / Local Chapter Project

Conversational AI Chatbot for People Affected by High Inflation and Increased Cost of Living

Start Date: December 19, 2022 | 4 years ago


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Challenge Background

Inflation and high living costs have become a problem for the inhabitants of Poland. This problem is especially visible in the poorer parts of the country, such as the Lubelskie Voivodeship, with the city of Lublin, its capital. Current inflation rates indicate its level at 18%, which is the highest rate in 26 years in Poland. Such a high level of inflation causes the reduction of jobs in companies, or even the closure of entire enterprises. Many people lose their jobs, which until recently was a very rare situation due to the low unemployment rate. This is a new situation for the inhabitants of Lublin, which not everyone is coping with equally well. These people, apart from financial ones, also need mental support

The Problem

The goal of this project is to create a virtual chatbot that extracts the expression of mental health states through dialogue-based human-computer interaction to support people who can't cope in these difficult economic times

Goal of the Project

Creating a chatbot that answers the user's questions about the possibility of saving money or depositing it safely.

Project Timeline

1

Planing, Domain Research

2

Data Acquisitio

3

EDA

4

Data Pre-processing – Rules-based/Modelling baselines

5

ML Algorithms selection & evaluation – Deployment

6

Reports/Articles and Presentations (templates)

What you'll learn

First Omdena Local Chapter Project?

Beginner-friendly, but also welcomes experts

Education-focused

Duration: 4 to 8 weeks

Open-source



Your Benefits

Address a significant real-world problem with your skills

Build your project portfolio

Access paid projects (as an Omdena Top Talent)

Get hired at top organizations



Requirements

Good English

Suitable for AI/ Data Science beginners but also more senior collaborators

Learning mindset



Application Form

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