Projects / Local Chapter Challenge

NLP and Conversational AI for Compassionate AI Psychologist With Human-Like Memory

Challenge Completed!


Omdena Featured image

Build an AI psychologist which will be able to conduct compassionate conversations by using a voice-based conversational AI approach, with the ability to identify the emotions of the users and their underlying mental health state.

The problem

During the pandemic, we saw a mental health ‘surge’ with a sharp increase in people experiencing anxiety (health anxiety, loneliness, etc.) and stress (including Post Traumatic Stress).

Surveys by such organizations as YouGov and Mental Health America show that, during the pandemic, workers were more stressed than ever. This included anxiety regarding health, finance, and employment, as well as broader issues associated with PTSD, burnout, and moderate depression.

Nearly two-thirds of the UK population (63%) felt anxious at least several times a month during the Spring of 2020. One in five (20%) reported feeling anxious on most days of the week or even more frequently.

Mental Health America’s 2021 study shows the strain on employees, with burnout prevalent and more than half of the respondents actively looking for another job.

There is an increased strain on an already-overstretched mental health service that, in some part, has been accommodated by a growing number of apps as well as telehealth calls (Skype / Zoom calls to human therapists).

The project goals

The project goal is to build an AI psychologist which will be able to conduct compassionate conversations by using a voice-based conversational AI approach, with the ability to identify the emotions of the user and their underlying mental health state and the capacity to remember these users’ states by possessing a human-like memory.

The data

This project will require the manual collection of data.

Why join? The uniqueness of Omdena AI Challenges

A collaborative experience you never had in your working life! For the next eight weeks, you will not only build AI solutions to make a real-world impact but also go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.

And the best part is that you will join a global and collaborative team of changemakers. Omdena AI Challenges are not a competition or hackathon but a real-world project that will take your experience of what is possible through collaboration to a new level.

Find more information on how an Omdena project works

First Omdena Project?

Join the Omdena community to make a real-world impact and develop your career

Build a global network and get mentoring support

Earn money through paid gigs and access many more opportunities



Your Benefits

Address a significant real-world problem with your skills

Get hired at top companies by building your Omdena project portfolio (via certificates, references, etc.)

Access paid projects, speaking gigs, and writing opportunities



Requirements

Good English

A very good grasp in computer science and/or mathematics

Student, (aspiring) data scientist, (senior) ML engineer, data engineer, or domain expert (no need for AI expertise)

Programming experience with Python

Understanding of NLP and/or Machine Learning



This challenge is hosted with our friends at



Application Form

Related Projects

media card
Leveraging AI and NLP for Real-Time Youth Mental Health Monitoring
media card
Building an AI-Powered Chatbot for Women's Mental Health Support
media card
Enhancing Orphanage Well-Being Through Computer Vision

Become an Omdena Collaborator

media card
Visit the Omdena Collaborator Dashboard Learn More