Eluri Bhairawa Prasad

Data science student with expertise in Python, MySQL, and TensorFlow. Proven ability to collaborate effectively and solve complex problems. Committed to driving impactful projects through analytical skills and technical knowledge.

Dockerized application deployment

• Containerized an application using Docker to ensure consistent runtime environments across development and production
• Created and optimized Dockerfiles to reduce image size and improve build efficiency
• Used Docker containers to simplify application deployment and dependency management

Real-time student activity monitoring system

• Designed a real-time student activity monitoring system to analyze engagement, attendance, and performance data.
• Preprocessed and analyzed student activity data using Python, Pandas, and NumPy.
• Performed EDA and statistical analysis using SciPy to identify behavior patterns.
• Built analytical models to detect inactive or at-risk students based on engagement metrics.
• Visualize insights using Matplotlib for clear data interpretation
• Managed activity data using MySQL with efficient querying.
• Enabled near real-time data updates through backend data pipelines

End-to-End Customer Churn Prediction

• Built an end-to-end customer churn prediction model using machine learning to identify at-risk customers
• Performed EDA, feature engineering, and model tuning to improve prediction accuracy.
• Deployed the model as a REST API for real-time churn predictions.

Analytical thinking| Problem Solving | Communication