Aman Kumar
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Technical deep dives, research insights, and practical guides on Android, AI, and secure mobile systems.

Android Development
Aug 19, 2026

R8 Analyzer: Shrink Your Android App Without Breaking It

What R8 is, why 'keep rules' quietly sabotage your app's size and speed, how Google's real R8 Configuration Analyzer measures the damage, and how to install and run the r8-analyzer AI skill with Claude Code — commands included for macOS, Linux, and Windows.

android
r8
proguard
app-optimization
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Edge AI & On-Device ML
Apr 9, 2026

Building a Real-Time Object Detection App for Android — From Architecture to Working Code

A complete implementation guide to building an on-device object detection Android app using YOLOv8, TensorFlow Lite, and CameraX. From project setup to real-time bounding boxes on screen.

edge-ai
android
yolov8
tflite
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Edge AI & On-Device ML
Jan 1, 2025

Edge AI on Android: Building Real-Time On-Device Intelligence

A deep dive into how Edge AI works on Android — from model selection and runtime formats to full pipeline architecture and native C++ inference. Everything you need to understand before writing a single line of code.

Edge AI
Android
Machine Learning
YOLOv8
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Aman Kumar

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