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Nemo

Inspiration:

The inspiration behind Nemo stemmed from recognizing the challenges that individuals including ourselves have faced in accessing mental health support. The idea was to create a companion that navigates the complexities of emotions, symbolized by the great vastness of the ocean.

What It Does:

Nemo is a web-based companion app designed to guide its users on their mental wellness journey. It utilizes NLP to provide a conversational feature akin to that of a companion and sentiment analysis to track and asses emotions over time, providing insights into emotional patterns. Additionally, it offers a dedicated section with curated resources for users to explore independently.

How We Built It:

Nemo was built using a tech stack that includes HTML, CSS, JS and jQuery for the frontend, while Flask served as the backend, while the API endpoint was used by utilising Gradio Client. The conversational model and sentiment analysis leveraged HuggingFace Hub and PyTorch, integrating Natural Language Processing into the fold.

Challenges We Ran Into:

Balancing the intricacies of sentiment analysis with user simplicity posed a significant challenge. Fine tuning the model for accurate emotion capture to ensure accurate and empathetic replies. Maintaining a seamless integration of technology and empathy presented its own set of challenges, but each obstacle fueled our determination to create a comprehensive mental health companion.

Accomplishments That We're Proud Of:

Crafting a seamless web-based companion that combines technology with empathy, offering users invaluable insights into their emotional well-being. Developing a tracking feature that paints a vivid picture of the user's mental health journey over time.

What We Learned:

The project taught us the power of combining technology with empathy and the importance of addressing mental health concerns concerns in a contemporary context. The challenges turned into opportunities for growth and innovation.

What's Next for Nemo:

The future holds continuous refinement and expansion for Nemo. We aim to enhance sentiment analysis accuracy, introduce new features, and explore partnerships to commercialize the application to broaden the impact of our companion.

Experience Nemo Charting your wellness journey together