Ontology code for Recommendations & Prototyping projects.
- Developed a product recommendation system using Semantic Web rules.
- Associates statistical recommendations along with explanation, to make the customer aware of "why" the recommendation.
- Developed a prediction system for prototyping complex geometries and evaluating tool parameters.
- The engineered model can store experimental knowledge and predictions from CAD model and tested as a guidance system for Julia 3D printer with successful builds of lag, cap screws.
- Developed predictive models with (Decision Tree-based ensemble methods) Random Forest to assess rapid prototyping models, tabulating build quality and tool wear for machine components.
- Cross-validated the prediction results with SVM, and with parameters of synthesized tools, before deployment at the Design lab.
- Keywords (Semantics, Rapid Prototyping, CAD, Java/Protégé, Predictive Models)