AI/ML Engineering services

ARTIFICIAL INTELLIGENCE SERVICES

Automate tasks and uncover valuable insights from vast amounts of data using AI. Allow your end user to enjoy seamless application of technology to make smarter decisions even, while driving, enjoying their favourite music or work on their way.

Auto Karmas provide premium AI Services in the space of Automotive technology, enabling Artificial Intelligence services and solutions for Automotive technologies. Our expertise allows you to establish seamless AI adoption.

AI/ML/DL Services

What we cover :

AI/LM Modules required for Autonomous driving.

Predictive maintenance based on AI/ML.

Driver assistance systems.

NLP based infotainment.

Vehicle personalization.

Supply chain forecasting and optimizations.

Customer Driven Solutions.

Algorithm capabilities for Automotive and other domains :

ADAS features, such as lane departure warnings and adaptive cruise control, are powered by AI and ML algorithms.

Image recognition and classification.

Clustering algorithms for usage such as grouping of vehicles or pattern finding.

Decision tree for fault diagnosis and predictive maintenance.

Generic algorithm for Design optimization and route planning.

MATLAB for Machine Learning.

RNNs for use cases such as voice recognition.

Algorithm optimization for embedded devices.

V2X Communication, Remote Diagnostics and Telematics Solution.

In Vehicle entertainment, mobile and Web applications required for end-to-end automotive systems.

AI/ML/DL related tools capabilities

Our case studies

Vehicle to Everything Communication (V2X)

Vehicle-to-everything(V2X) communication systems connect directly to smart sensors and cameras. We are working on a single Domain Controller Architecture concept, where Body Control, Powertrain, Telematics, OTA, or EVs interacting with the charging station to enable secure billing, all running on one powerful processor under this Architecture defined in-line with AUTOSAR Systems.

Digital cockpit

Designing a scalable and secure software architecture for a European Tier-1 by leveraging advanced analytics and AI (Artificial Intelligence) capabilities to enable real-time monitoring of vehicle performance, safety, and comfort. The architecture can run multiple OS and applications to combine distributed functionalities.

V&V: Sensor System validation

Providing end-to-end system test and validation of vehicle sensor systems. The complexity of testing intelligent and autonomous vehicles with active safety, ADAS & autonomous development has increased significantly. We help with multiple facets of this testing across automotive systems.

Vehicle Health Management Platform

Utilize AI and in vehicle data to provide early warnings of potential malfunctions in vehicles, helping the customer to plan their service time, reduce severe damages if warning indicators show up, fuel consumption information, and more.

AI Power infotainment

Key Components of AI powered infotainment: Voice recognition: Provide hands free interaction. Machine learning: Enable infotainment systems to learn from drivers. Natural language processing: enable computers to understand, interpret, and generate human language. Data analytics: Help process large amounts of information