Android NDK, Native Rust & On-Device AI Systems

Likhith — Android Systems & Native Rust Specialist.

Low-level Android NDK architect, Rust FFI engineer, and security researcher. Building zero-allocation native memory engines, 7-layer permission-enforced JS sandboxes, and context-aware on-device AI. Author of IEEE & IJCA publications.

View Source & Systems Academic Papers

2

Peer-Reviewed Papers

Zero-Alloc

Rust Memory Architecture

+43.75%

Battery Optimization (AutoFlow)

98.7%

Sandboxed Attack Detection

Android Systems & NDK

Deep framework development with Kotlin/Java, Jetpack Compose, Room, WorkManager, FusedLocation Geofencing, BLE Services, and Accessibility-based activity interceptors.

Native Rust & Zero-Alloc FFI

High-performance native cores with zero-allocation memory safety (`jni-rs` FFI bindings), ultra-low CPU overhead app blockers, and cross-compiled Linux binaries.

On-Device AI & Intelligence

Machine Informatics research (IEEE ECMI 2026), Rhino JavaScript sandboxed engines, and local heuristic execution models operating with zero cloud telemetry.

Peer-Reviewed Output

Academic Publications

Original research published in international IEEE conferences and computer science journals.

IEEE ECMI 2026 Published April 2026

AutoFlow: A Secure Automation Framework for Android

Authors: Yamini G, Likhith, Bharat Bhushan, Chiranjeevi M.G., Dhanush Kharvi

Presents AutoFlow, an Android smartphone automation system featuring a Unified Multi-Trigger Architecture (Geofencing, Timing, Wi-Fi, Bluetooth) and a 7-Layer Permission-Based JavaScript Sandbox. Eliminates continuous GPS battery drains while executing user scripts under strict runtime sandboxing.

+43.75% Battery Life Improvement over Continuous GPS 98.7% Injection Attack Detection & Block Rate 95% Workflows Executed in < 2 Seconds 7-Layer Permission Firewall

IJCA Journal 2025 Vol. 15, No. 3, June 2025

Task Assign: A Role-Based Task Management System Using Django

Authors: Likhith, Bharat Bhushan, Dhanush Kharvi, Chiranjeevi MG

Introduces TaskAssign, a centralized role-based web platform built using Python/Django, SQLite, and Bootstrap. Employs fine-grained authentication and access control policies (Admin vs Regular User roles), full CRUD operations, and structured task coordination workflows.

Django High-Level Web Framework Role-Based Access Control (RBAC) SQLite & Custom Workflow Pipeline

Systems Projects

Open Source Engineering

Architecting high-reliability mobile tools, Rust zero-allocation engines, and document parsing frameworks.

AutoFlow

Android automation platform uniting Geofencing, Wi-Fi, BLE, and Alarms with a 7-layer sandboxed JavaScript execution engine.

Unified Multi-Trigger Architecture
Rhino JavaScript Engine Integration
7-Layer Permission Firewall
Jetpack Compose + Room Database

Kotlin Java Jetpack Compose Rhino JS Geofencing

github.com/l1khith/AutoFlow

FocusFlow

High-performance Android productivity blocker powered by a native Rust Core for zero-allocation memory safety and minimal GC.

Rust Systems Core & JNI Bindings
Zero-Alloc Memory Activity Monitoring
Ultra-Low CPU & Battery Overhead
Custom Focus Profiles & Schedules

Rust Kotlin Android NDK JNI FFI Zero-Alloc

github.com/l1khith/FocusFlow

Reader

Minimalist document parser and focused reading engine designed for seamless text extraction and distraction-free document viewing.

High-Speed Document Text Parser
Minimalist Clean Reading UI
Custom Typography & Dark Themes
Offline File Indexing

Kotlin Android Document Parser Clean UI

github.com/l1khith/Reader

Live Logcat & Sandbox Viewer

Android NDK & Rust Logcat Simulator

Observe live native logcat output, JNI memory allocation checks, 7-layer permission firewalls, and on-device AI heuristic classification.

logcat // adb shell logcat -v time -s AutoFlow:V RustNativeCore:I

Select System Subsystem

Code Inspection (Kotlin / Rust / JS)

Real-time Logcat Output

Engineering Stack

Systems Competency Matrix

Categorized breakdown of low-level Android NDK, native Rust memory control, and on-device intelligence.

Android Systems & Frameworks

Kotlin / Java / Android NDK Expert

Jetpack Compose, Room & WorkManager Expert

FusedLocation, BLE & Accessibility IPC Advanced

Rust & Low-Level Native

Zero-Alloc Native Memory Buffers Advanced

JNI C-Bindings (`jni-rs` FFI) Advanced

Low-Overhead System Activity Blocker Expert

On-Device AI & Web Systems

Machine Informatics (IEEE ECMI 2026) Published

Rhino Sandboxed Heuristic Engine Expert

Django, Python & Role-Based Web (RBAC) Advanced