Abhinav Manoj

ABOUT ME

Computer Science and Engineering student specializing in Data Science with strong interest in machine learning. Experienced in developing data-driven applications including an advanced crop recommendation system using stack ensemble learning. Proficient in Python, data analytics, Power BI and statistical analysis with experience deploying dashboards using Streamlit.

EDUCATION

PROJECTS

ADVANCED CROP RECOMMENDATION SYSTEM USING STACK ENSEMBLE LEARNING:

• Developed a machine learning model to recommend optimal crops based on soil nutrients and environmental factors.
• Implemented stack ensemble learning combining multiple base models to improve prediction accuracy and robustness.
• Deployed the system using an interactive Streamlit dashboard for real-time recommendations and visualization.

SALES MANAGEMENT SYSTEM:

• Developed a desktop-based Sales Management System using WPF and Entity Framework Core.
• Implemented modules for inventory management, sales tracking and billing.
• Integrated role-based access control to manage users, products and reports.

ANDROID APP DEVELOPMENT:

• Developed a cross-platform mobile application using Flutter and Dart.
• Implemented navigation, UI components and optimized performance.
• Applied modern development practices ensuring maintainability and scalability.

SKILLS