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Projects

STOCK TRACKING USING PYTHON

A Stock tracking app using object-oriented programming in Python. It processes historical stock data and generates visual reports with libraries like matplotlib and pandas. 

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Maternal Health Risk Prediction

A Power BI dashboard that predicts maternal health risks with 80% accuracy. Helps healthcare professionals make informed, data-driven decisions. 

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Weather Data Analysis

Analyzed weather data using python, storing data from cloud sources into a database and creating visual insights to understand trends and patterns. 

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Multiple Traffic Light Controller and IoT Access 

Built a smart intersection system using ESP32, LCD display, and MQTT in Wokwi. Focused on pedestrian safety and real time signal control. 

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Classification Decision Tree in RStudio

Created a decision tree model in R to classify iris flower types with 97.78% accuracy. Covered model training, visualization, and performance evaluation.

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CIFAR-10 Classifier

A deep learning project using TensorFlow and Keras to build a CNN (Convolutional Neural Network) model Using Jupyter Notebook that classifies images from the CIFAR-10 dataset with ~71% accuracy.

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Aircraft Engine Log Analyzer

A Python based tool that process aircraft maintenance logs (CSV files) to detect patterns, summarize issues, and generate insightful visual reports. Designed for aviation teams to simplify data analysis and improve maintenance tracking.

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