Automotive training.
EV, embedded & SDV, data/AI and vehicle design programs for OEMs and tier-1 suppliers.
- 90+
- Specialized Modules
- 80+
- Real World Projects
- 150+
- Expert Instructors
- 80+
- Global Automotive Clients
Reports & case studies.
Automotive Training — Key Modules
EV Engineering
EV Powertrain Architecture
Vehicle-level EV architecture, component sizing, and system integration fundamentals.
Drivetrain Systems & Efficiency
Drivetrain topologies, torque–speed analysis, and range optimization techniques.
Battery Systems & BMS
Cell chemistry, pack design, SOC/SOH algorithms, and battery safety considerations.
Traction Motor & Inverter
PMSM and induction motor control, inverter design, and loss modeling.
Power Electronics & WBG Devices
DC–DC converters, inverters, and SiC/GaN-based power stages with EMI considerations.
EV Charging Systems & Infrastructure
AC/DC charging architectures, V2G/V2L concepts, and grid integration fundamentals.
Embedded Systems & Software-Defined Vehicles
Classic & Adaptive AUTOSAR
Architecture layers, RTE, BSW configuration, and migration paths to Adaptive AUTOSAR.
ECU Development & Diagnostics
Bootloader, UDS diagnostics, calibration, and flashing workflows for production ECUs.
Embedded RTOS & Bare-metal Programming
Real-time scheduling, interrupt handling, and memory-safe firmware patterns.
Vehicle Networking (CAN, LIN, FlexRay, Ethernet)
Protocol stacks, gateway design, and time-sensitive networking for SDVs.
OTA, Cybersecurity & SOTA
Secure software update pipelines, ISO 21434 alignment, and key management.
Software-Defined Vehicle Platforms
Service-oriented architectures, middleware, and cloud-to-vehicle continuum.
Automotive Data Analytics & AI
Vehicle Data Engineering
CAN logs, telematics ingestion, and time-series data pipelines for fleet analytics.
ADAS Perception & Sensor Fusion
Camera, LiDAR, and radar fusion using deep learning for driver-assistance stacks.
Predictive Maintenance & Telematics
Anomaly detection, RUL estimation, and warranty analytics for connected fleets.
AI/ML for Automotive
Model development, MLOps, and edge AI deployment on automotive-grade hardware.
Digital Twin & Simulation Analytics
Physics-informed digital twins for powertrain, battery, and vehicle dynamics.
Autonomous Driving Stack
Perception, planning, and control modules with simulation-based validation.
Vehicle Design & Simulation
CAD & Product Design
Surface & solid modeling, GD&T, and DFM/DFA for automotive components.
BIW & Body Engineering
Body-in-white design, joining strategies, and lightweighting fundamentals.
Crashworthiness & Safety CAE
Explicit dynamics, occupant safety, and regulatory crash simulations.
NVH & Durability Analysis
Modal analysis, fatigue prediction, and acoustic refinement workflows.
Vehicle Dynamics & MBD
Multi-body simulation for ride, handling, and chassis tuning studies.
CFD & Thermal Management
Aerodynamics, battery cooling, and HVAC simulation for EV platforms.
Automotive Projects & Tools
Automotive Capability Overviews
Training we've delivered.
