Mayura kannan GOVINDARAJ

I’m a fresher Data Analyst who turns messy raw datasets into actionable business insights. I bring practical experience in SQL analytics, Python-based EDA, and mapping technical findings to clear decisions.

As a Machine Learning Intern, I performed exploratory data analysis on structured datasets with Python (Pandas, NumPy), surfaced data quality issues, and built data transformation pipelines for downstream reporting. I evaluated model outputs using accuracy, precision, recall, and communicated performance trade-offs in business terms—along with the patterns I found.

I also strengthened my data delivery skills through a Full Stack Developer Internship at KodNest Technologies. I optimized MySQL queries using efficient joins and indexing, and I designed RESTful API schemas so front-end dashboards could retrieve structured data reliably.

My projects reflect the same end-to-end mindset. I built a Sentiment Analysis Engine using TensorFlow and LSTM (NLP), a Waste Classification System using YOLOv8 for computer vision insights, and a Remote AI Personal Assistant with TCP sockets and REST-based reporting for multi-client systems.