Junkiri
Shine light for development.
The problem Junkiri solves
With this platform we had aimed to solve problems that are there in the local level but are somewhat ignored in the community or the nation.Our product Junkiri solves two major problem that currently exists in the nation :
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Problem Regarding Health Care : We were somewhat shocked by the data our mentors from biz shared with us and we took on the challenge to built a platform that visualizes the data for the executive of the states to help them make development plan easily and in more efficient way. The app classifies the healthcare sectors in tow categories logistic regression model predicts whether the health care is unto the mark or not.
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Water Scarcity : Water scarcity along with water waste is another problem that we looked to solve for this we analyzed rain data of past years and with user inputs such as rooftop type area we calculate the amount of water and money they save if they opt for rain water harvesting.
Challenges we ran into
The main challenge we ran into while building this product was to get the proper dataset for rainwater and healthcare facilities. The dataset that was shared by giZ had missing fields with data mapped across different sheets. Creating proper training data and test data took a lot of our time We tried to get over it by cleansing the data using Visual Studio Shell and SQL but could not get the result we expected. Finally, we manually scanned and coded the data to create train and test data.