01
Technical Programs & Projects
- Coordinate interdependent workstreams
- Map dependencies and bottlenecks
- Align engineering, product and leadership
- Plan around facility and resource constraints
- Create operating cadence and visibility
- Turn emerging knowledge into the next priorities
02
Product Development
- Understand user and stakeholder needs
- Define the problem before committing to a solution
- Translate needs into concepts and requirements
- Prototype and test with users
- Prioritize under technical constraints
- Build maintainability into the solution
03
Data, ML & Software
- Signal and data processing
- Feature engineering and statistical inference
- Supervised ML: neural networks, SVM, LDA, model evaluation
- Regression, robust fitting and model selection
- Optimization and parameter estimation
- Data-calibrated simulation tools
- Technical analysis pipelines
04
Engineering & Research
- Experimental design
- Measurements and instrumentation
- Structural vibration and acoustics
- Modeling and numerical simulation
- System identification
- Scientific research and technical communication