Everything About Hiring Developers for the Automobile Industry

How to Fix Azure Communication Services Crashes in Android Automotive OS

Harshal Technical Lead – Mobile App Development, 14+ Years

Integrating enterprise calling into vehicles comes with unique challenges. During a recent project, we discovered the Azure Communication Services (ACS) UI Library crashes instantly on Android Automotive OS. Here is how our architecture team isolated the native library bindings and implemented a custom, stable in-car VoIP experience.

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Firebase Phone Authentication Error 17028: Play Integrity Fix

Krunal Patel Technical Project Manager, 20+ years.

When real users of a mobility platform faced Firebase Phone Auth error 17028, our engineering team had to trace complex Play Integrity token mismatches. Learn how we resolved this authentication failure despite correctly registered SHA fingerprints, ensuring secure onboarding for our client’s application.

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AWS Ground Truth Semantic Segmentation: Fix Missing Masks in Labeling Jobs

Jitendra Technical Team Lead, 9+ Years

During a recent automotive MLOps project, we encountered silent rendering failures when migrating semantic segmentation annotations into AWS SageMaker Ground Truth for labeling adjustment jobs. This article breaks down the strict manifest requirements, PNG mask constraints, and architectural steps required to successfully import external labels for human review.