Progno-D

AI powered application for Recommendation of the Drugs.

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Inspiration

There are numerous medications available for sickness, and consumers sometimes have difficulty selecting prescriptions for their illnesses. So progno-d is created to help to elucidate this matter such that it provides the users with multiple drugs as recommendations with their detailed information.

What it does

Progno-D is an AI based Medicine recommendation System that Recommends the user with various drugs based on the customer review/sentiments about the drugs in the past. It uses various features like Rating, Reviews etc to achieve this feat.

How we built it

The Progno-D is built using various tool and technologies. Firstly the data was collected from UCI Machine Learning Repository. Later the Data was cleaned and processed with the NLTK and Matplotlib to find Insights. The Customer Ratings and Reviews were considered as most important features to target the drugs that could be suggested. Lastly the model is deployed using react with an easy and simple interface.

Challenges we ran into

There were many obstacles and challenges that we ran into during creation of the Progno-D. The few of them were:-

  1. Deployment of the AI Model was the most Crucial and Important task as it provides Easy interpretation and Understanding of the Drugs.
  2. Cleaning and Getting insights of the Data to Recommend the Drugs.
  3. Performing EDA to find better Insights.

Accomplishments that we're proud of

We are proud of the model's deployment since, despite several challenges, we achieved the model's deployment with great accuracy. This project will be handy for receiving the finest medicine recommendations at your fingertips.

What we learned

We learnt about various things like Team and Time Management, Individual Decision Making, Communications etc. We are also obliged that we have also gained knowledge and interest about many technologies and tools like GitHub, React, NLTK, Python, Pandas, Numpy and Many More.

What's next for Progno-D

Progno-D has wide variety of future options available some like Progno-D can be offered for a more variety of illnesses when a sufficient quantity of data has been collected. It can also provide advancement like places to buy Drugs (Online/Offline Centres) and Progno-D could also provide access to on-site medication procurement.

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