>Multi-Agent Autonomy &
Swarm
Coordination
75%
>State-Machine & Behavior
Tree Design for AVs
70%
>Edge AI Optimization
(TensorRT, ONNX, Tiny/Pruned Models)
85%
>Decision Trees, Random
Forests & SVMs for Classification
85%
>Deep Learning (CNNs,
RNNs,
Autoencoders)
75%
>Google Cloud Platform
(GCP)
70%
>Vector search (FAISS /
Elasticsearch dense index)
80%
>Large-Language-Model
fine-tuning & prompt engineering
80%
>Retrieval-Augmented
Generation (RAG) architectures
72%
>High-Performance Data
Processing with TBB & OpenMP
85%
>ISO 5083: Safety for
automated driving systems — Design, verification and validation
80%
>ISO 8800: Road vehicles —
Safety and artificial intelligence
80%
>Advanced Data Structures
and
Algorithms
72%
>Business Process Model
and
Notation (BPMN)
80%
>oneAPI Threading Building
Blocks (oneTBB)
73%
>Control Systems Design
85%
>Failure Mode and Effects
Analysis (FMEA)
74%
>Fault Tree Analysis (FTA)
75%
>Functional Requirements
72%
>Hazard Analysis and Risk
Assessment (HARA)
75%
>Model-based
systems-engineering (MBSE)
95%
>Object-Oriented
Programming
(OOP)
73%
>Real Time Operating
System
(RTOS)
75%
>Robot Operating System
(ROS)
90%
>Simultaneous Localization
and Mapping (SLAM)
85%
>Software Architecture
74%
>ISO 26262 - Automotive
Functional Safety
74%
>ISO 21448 - Safety Of The
Intended Functionality (SOTIF)
74%
>Systems Modeling Language
(SysML)
80%
>System Specification
80%
>Systems Architecture
90%
>Unified Modeling Language
(UML)
80%