Shaina Shaiju H

Analysed product, quality, and lifecycle data using Product Lifecycle Management (PLM) systems.

•Built an AI-Powered interview-coaching system using Flask and NLP techniques to evaluate responses and generate feedback.

• Implemented a wine quality prediction model using Random Forest achieving~85% accuracy.
• Built and tested machine learning models for classification, prediction, and anomaly detection, enhancing data-driven decision-making.
• Applied clustering algorithms(K-Means) for breast cancer analysis and visualized results.
• Assisted in feature engineering and data preprocessing to optimise model performance and ensure data quality.
• Developed interactive dashboards and visual reports using Power BI and Matplotlib to effectively communicate insights to stakeholders.