🚀 Product Engineer❤️ | Full-Stack Dev | 3+ Yoe | Python, TS, NextJS, React | AWS, Azure, K8s | ❤️ YT: Kuluru Vineeth

youtube

Kuluru Vineeth Kumar Reddy • Peerlist

As we all know, these days farmers face a lot of difficulties even after their harvest has been successful. After thorough research it was also found that the farmers are also unaware of the proper fertilizers to include in their crops and hence leading to increased investment for fertilizers. Hence, our project aims to provide a crisp solution for the farmer's difficulties encountered in the various phases like adding fertilizers to the soil, selling their crop efficiently and encouraging them to grow crops of certain varieties based on their locality to improve the overall yield. So here comes our project!!!

The project uses basic human interactive language(a chatbot)to speak with the farmer. The chatbot uses API calls to extract data regarding the crop price, fertilizer details(in terms of rates and production)in a specific area in which the farmer wishes to grow his crop. The chatbot also has a built in recommendation system for both fertilizer recommendation and crop recommendation.The crop recommendation is built using Machine Learning models to suggest recommendations on what type of crops are to be grown based on the state,soil ph value,rainfall,etc. so that a good yield could be observed.The project is built in a framework called RASA which enables building an interactive chatbot for the project using NLU

Agribot An AI Chatbot for Agriculture Sector

An Agrishopping is flexible agri-commerce application that can be used to create your own store and sell and buy the products related to agriculture.

AgriShopping

Agrochain is a blockchain based transparent marketplace where the farmers and consumers could implement a co-operative farming method. Here, the farmers can list the potential crops and the expected yield on his farm on the distributed public ledger. The consumers can view the details and check for the farmer's credibility based on the previous cultivation and supply.

This creates a transparent and tamper-proof digital market platform for farm products. Thus an agreement (consensus) can be formed between farmer and consumer, such that the consumer can fund individual crops or a field and can acquire the yield from the farm or the profit percentage of its market value. There will be a rating mechanism to build the credibility of farmer and consumer based on the previous experiences in the agromarket.

Agrochain-A-Blockchain-Based-Agricultural-Supply-Chain

This project helps in classifying the images of clean room and dirty room using logistic regression. If it is clean room it will be predicted as 1 and for dirty room it will be predicted as 0.

Clean vs Dirty room project

As a part of this project we have explored the solutions to support small scale independent filmmakers and uphold the content credibility using Blockchain technology where the crowdfunding aspects of making our crowd/viewers to invest in their favourite movies to get in return a movie ticket as a symbol of Reward for their contribution in the project has been taken care of.

cmowe

Flight ticket prices can be something hard to guess, today we might see a price, check out the price of the same flight tomorrow, it will be a different story. We might have often heard travelers saying that flight ticket prices are so unpredictable that is why I felt this little challenging and took this project as my first hobby project.
Deployed on Heroku : https://predicting-flight-fare.herokuapp.com/

Flight Fare Prediction

Modern News App is a simple news app 🗞️ built to demonstrate the use of modern android architecture component with MVVM Architecture 🏗 which uses NewsAPI to fetch breaking news, search any news from various countries and save to local database for further reading

MVVMNews

A Health Conscious running tracker app 📱 built leveraging the use of modern android architecture component with MVVM Architecture 🏗

Running Tracking

This project predicts the startup profits based on the multiple features like location,administration_spend,RnD_spend,Marketing_Spend and other factors using multiple linear regression model. This can be helpful for the venture capitalists or any investers who is willing to try out their pocket earnings by investing in startups.

Startup Profit Prediction

The project aims at managing insurance provided to Vehicles.
The project aims at providing quality insurance to the customers. The project helps to store all the details of the customers and cater to their needs of claims under the respective business constraints. Nearly every scenario is taken into consideration and accordingly the various customer queries were also written. Other than that, the security aspects were also taken into consideration while designing the database.(Depending on these various user roles were created and access grants were given only to the required users under the business constraints).
Database Design and Queries are written using MySQL Workbench and MySQL respectively.