Sarmila - Data Scientist with hands-on experience in machine learning and IoT

Srivilliputhur, Tamil Nadu, Indiaen

Developed a Water Quality Prediction System integrating SVM, IoT, and real-time data analytics

Implemented data preprocessing, feature selection, model training & evaluation using multiple ML algorithms

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Resumen

Focused on developing machine learning models and integrating IoT data for water quality analysis.

Logros Clave

Contributed to end-to-end model development, focusing on data processing and performance optimization

Habilidades

PythonAdvanced

Utilized Python for machine learning modeling, data preprocessing, and analytics tasks.

Machine LearningIntermediate

Applied algorithms like SVM, Random Forest, and AdaBoost to build predictive models for water quality.

Data AnalysisIntermediate

Handled data preprocessing, feature selection, and performance evaluation for model optimization.

IoT TechnologiesBeginner

Integrated IoT data streams into machine learning models for real-time water quality prediction.

Idiomas

TamilEnglish

Experiencia

Data Science Intern

Native Sparrow Software Solutions LLP

2023 June - 2023 July

Developing a Machine Learning–based Water Quality Prediction System integrating SVM, IoT and real-time data analytics to classify water potability., Implemented data preprocessing, feature selection, model training &amp; evaluation using SVM, Random Forest, AdaBoost., Contributed to end-to-end...