Current Undergrads

User analysis ​

Functional and informational needs, task analysis, cognitive work analysis, user flow diagrams, personas ​

User interface design & usability​

Design principles, data visualization, wireframing, cognitive walkthrough, A/B testing, heuristic evaluation ​

Human perception and cognition   ​

Memory, attention, foveal and peripheral vision, decision making, human performance modeling ​

Deterministic optimization ​

Linear and non-linear programming, simplex method, convex and non-convex optimization, network optimization ​

Probabilistic decision-making  ​

Stochastic processes, queueing theory, Markov chains, Markov decision processes  ​

Modeling and simulation ​

Analyzing stochastic systems using Monte Carlo methods, distribution modeling, discrete event simulation ​

Data generation and collection  ​

Data pipelines, feature engineering, clustering and classification  ​

Data storage ​

Relational databases, SQL, cloud-based engineering, querying ​

Machine learning and regression  ​

Principal component analysis, logistic, multiple-linear, time-series ​

System definition and structure ​

Stakeholder needs, problem framing, objectives and goals, interdependencies ​

Modeling and analysis ​

Design of experiments, ANOVA, factorial design, least squares estimation  ​

Implementation  ​

Verification, validation, client presentations  ​