Onts and Quants Capabilities
- Predictive Analytics
- Statistical Modeling (Time Series techniques, various forms of regression)
- Models based on Deep Learning (RNN, LSTM)
- Natural Language Processing
- Topic modeling (LDA, LSI)
- Sentiment analysis
- Knowledge Engineering and Ontology Design
- Essential representations of domain concepts in terms of category hierarchy, descriptive attributes, and linking properties
- Inference rules to transform assertions to knowledge.
- Machine Learning
- Classical Techniques (SVM, cluster analysis, etc.)
- Deep Learning
- Test and Evaluation Design
- Identification of salient metrics and indicators
- Multi-faceted analysis of test results
- Technical Advisory Services
- Keep abreast of state of the art, germane technical approaches.
- Review performing contractor technical approaches, provide opinions on effectiveness to the Government Program Manager.
- Assist the Government Program Manager in communicating the status of the R&D program to senior management through analysis of performance and summaries of technical underpinnings.
- Develop operationally relevant scenarios to showcase the features and innovations of advanced technology concepts.