HiL SiL

python web framework

Java JSF Spring Hibernate SpringBoot

Python AI/ML web framework

HiL OEMs

MiL (Model-in-Loop) SiL (Software-in-Loop)

EV Powertrain Verification & Validation HIL Testing Matlab Simulink

AWS Azure Python AI/ML

Analysis Data Science SQL Python Spark

Apache Beam supporting analytics agile environment ML frameworks.

desktop IT support skills demonstrating IT desktop exper... software and hardware upgrades

HTML5 JavaScript XML XSLT MSSQL

Data Analytics Generative AI DX CX EX

artificial intelligence AI ML machine learning NLP

Python Java C/C++ R Tensor Flow