Real Time Chat Application

Developed a real-time chat app using HTML, CSS, JavaScript, and WebSockets. The WebSocket server was set up to maintain an open connection with clients, reducing latency by 30% compared to traditional HTTP requests. This allows messages to be sent and received instantly, with an average response time of less than 100 milliseconds.

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FarmScore Prediction

Developed FarmScore, a predictive model , "farm score" is similar to a CIBIL score but for farming activities . The system assesses creditworthiness of farmer with 95% accuracy by analyzing previous yields, land quality, and market demand for proposed crops. Utilizing geospatial data, soil quality, and historical yields, it also recommends optimal crops and "dynamic interest rates".

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Stock Prediction

Stock Prediction, a predictive model to forecast stock prices using a Decision Tree algorithm. By analyzing historical stock market data, including open, close, high, low prices, and volume, the model predicts future stock prices with a focus on short-term trends

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