Customer Segmentation Using AI

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  dashboard

Inspiration

• This was the first hackathon that I have ever attended. Really just wanted to keep an open mind and try to learn as much as possible ## What it does
• It helps businesses identify untapped niches, where they can optimize price strategies.
• Uses advanced predictive analytics to prove actionable insights
• Allows you to visualize sales trends in real time. ## How we built it
• Backend : Flask, Redis, Google/Gemma
• Frontend: React, D3.js, Plotly ## Challenges we ran into -authentication function (was not able to hash it where the server-side was not able to confirm the password with the hashed password in the made database ## Accomplishments that we're proud of
• I'm glad I made it through the weekend in one piece. was super nervous going in considering if was my first hackathon. ## What we learned
• learned about cluster using K-Means, Timeseries Analysis, working with Transformers and learning more about data pre-processing -really enjoyed the guest lecturers that came in ## What's next for Customer Segmentation Using AI
• we do wish that if we had more time we would have been able to add more interactive features for the consumer

Built With

• ai
• d3.js
• flask
• javascript
• llm
• numpy
• pandas
• plotly
• postman
• python
• react
• redis-to-go