Lithium-Ion EV
Battery Intelligence Platform
Building intelligent battery ecosystems through AI-driven diagnostics, thermal safety systems, battery lifecycle intelligence, second-life battery technologies, and deep-tech engineering innovation.
EV Battery Intelligence
This platform provides end-to-end battery lifecycle intelligence including diagnostics, grading, identity, repurposing, and thermal reconfiguration for second-life EV battery systems.
EV Careers & Internships
Gain hands-on experience in EV Battery Diagnostics, Autonomous System Integration, Battery Intelligence, Energy Systems, and real-world EV engineering workflows.
Why EV.ENGINEER™
A cross-functional view across AV, EV, AI, cybersecurity, diagnostics, and systems engineering. Built for real engineering teams.
Singapore Focus
Deep understanding of the Smart Nation initiative, LTA guidelines, and CETRAN scenario testing requirements.
Engineering-Grade
Move beyond high-level theory. We focus on ROS/Autoware architecture, RTOS constraints, and validation frameworks.
Cross-Domain View
Connecting autonomous driving stack with underlying EV battery telemetry, security, and cloud logistics.
Training Tracks
Curriculums tailored to your audience's technical depth.
Executive Track
For executives and directors focusing on strategy, ROI, compliance, and deployment pipelines.
Non-Technical
For policy makers, managers, and risk teams dealing with ethics, insurance, and governance.
Engineer Track
Mid-level deep dive into sensors, sensor fusion, basic controls, and component interactions.
Architect Track
Advanced path exploring ROS integration, RTOS scheduling, deterministic timing, and edge cases.
Navigating the Singapore AV Ecosystem
Aligned with one of the world's most advanced smart mobility landscapes.
CETRAN & LTA Alignment
Understand the rigorous testing scenarios required for public road deployment. We cover the scenario-based testing importance and certification thinking specific to Singapore's regulatory environment.
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Pilots & Deployments
From NTU pilots and Punggol shuttles to Jurong Island cargo automation. Learn from real-world deployments and apply those insights to your architecture.
Simulation-Driven Learning
Validate before you build. Hands-on exposure to the AV simulation lifecycle.
Scenario Engineering
Design complex edge cases: pedestrian crossings, sudden obstacles, and human-AV interactions.
Sensor Degradation
Simulate rain, shadows, and sensor occlusion to validate perception AI resilience.
CARLA & ROS
Learn the integration path between Carla and ROS/Autoware pipelines for closed-loop testing.
Key Use Cases
Autonomous Air Taxi (eVTOL)
End-to-end design lifecycle for urban air mobility. Covering passenger safety, fleet operations, airspace integration, and urban cybersecurity risks.
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Autonomous Airport Cargo EV
Closed-loop environment architectures. Duty-cycle analysis, geofencing, cargo workflow mapping, and logistics system integrations.
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Security & Diagnostic Intelligence
Cybersecurity in AV
Protecting attack surfaces: in-vehicle networks, OTA updates, V2X risks, and sensor spoofing. Secure architecture principles for autonomous fleets.
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Battery Health & Diagnostics
Thermal risk, predictive maintenance, and lifecycle operations specific to non-stop AV duty cycles. Ensuring fleet availability through battery IQ.
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Hire Premium EV Battery Talent
Access technically validated EV battery professionals across AI, diagnostics, BMS, embedded systems, thermal intelligence, battery analytics, and second-life battery technologies.
Enterprise Action Paths
Corporate Training
On-site or remote workshops tailored to your team's specific AV capabilities.
Technical Advisory
Roadmap generation and feasibility studies for emerging AV teams.
Consulting
Deep integration consulting covering AV stacks, battery diagnostics, and deployment validation.
Architecture Reviews
Rigorous analysis of your system design, functional safety, and simulation pipeline.
Meet the Architect Behind EV.ENGINEER™
Sudarshana Karkala
EV.ENGINEER™
Founder of EV.ENGINEER™, building intelligent energy systems and AI-driven solutions for electric vehicles.
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