Industry · 7 projects

Automotive · Mobility Systems

Automotive and fleet mobility systems: retrofit driver-assistance, in-cabin behavior monitoring, vehicle telemetry, multi-tenant fleet platforms, secure remote control, and connected-vehicle analytics. Seven projects at the intersection of embedded, cloud, and safety.

Selected work

7 projects in Automotive.

Each project links to a detailed case study with challenge, approach, results, and our role.

Project 36

SafeDrive Automation System

Vision + Radar ADAS Retrofit for Fleet Vehicles

9 months TRL 2 → 7
Vision + radarcore safety stack
Retrofitacross vehicle types
Read case study → Project 37

Driver Behavior Monitoring System

In-Cabin Coaching-First Driver State Analytics

7 months TRL 2 → 7
On-devicevideo processing where possible
Coaching-firstframing
Read case study → Project 38

Vehicle Telemetry & Tracking System

Cost-Effective Tracker with Engine Data and Offline Buffering

5 months TRL 3 → 8
Offlinetrip buffering on coverage gaps
Modularfirmware for future features
Read case study → Project 39

Fleet Management IoT Platform

Multi-Tenant SaaS With Role-Optimized Workflow

9 months TRL 3 → 8
Multi-tenantwith pluggable integrations
Role-optimizeddispatcher / manager / driver views
Read case study → Project 40

Remote Vehicle Control System

Signed Commands with Preserved Physical Override

7 months TRL 2 → 7
Signedand time-limited commands
Physicaloverride authority preserved
Read case study → Project 41

Driving Safety Alert System

Tiered Audio + Haptic with Habituation Resistance

4 months TRL 2 → 7
Tieredaudio and haptic severity
Habituation-resistantpolicy tuning
Read case study → Project 42

Connected Vehicle Analytics Platform

Streaming Ingest With Actionable Fleet Insights

7 months TRL 3 → 7
Streamingingest at scale
Curated + exploratoryanalytics views
Read case study →

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