Projects
Hardware and software, engineered as one.
Selected projects.
Two in production, one in pilot.
Projects
Hardware and software, engineered as one.
Featured · In development
Cytron HR Assistive Intelligence
Internal HR Assistant · Retrieval-Augmented Generation
Every project.Browse by system and build.
6 projects. Production systems, embedded hardware, and native-app case studies.
IoT Fertiliser Mixing. Closed-loop hydroponic dosing, published in IJIE (UTHM). 99.6% TDS accuracy, over 94% dosing precision from 250 to 1,000 ml, and live Blynk cloud monitoring.
ESP32 · Arduino C++ · BlynkPeer-reviewed
ROG Gaming Center. Native Swift app for ASUS ROG laptops on macOS. Drives the Aura keyboard lighting directly over USB HID, shows real system readings, and applies display profiles, with nothing running as root.
Swift · SwiftUI · IOKit · USB HIDPersonal build
OpenCore EFI Hackintosh. A working macOS setup for the ASUS GL503GE: 12 custom ACPI hotpatches, integrated-graphics routing, NVIDIA GPU power-gating, and stable sleep on Sonoma, Sequoia and Tahoe.
OpenCore · ACPI · UEFIPersonal build
Raspberry Pi Diagnostics. Runs 19 diagnostic checks on compute, power, storage and GPIO from one Run All button, then issues a formal RMA inspection report.
Python · Flask · SQLite · Raspberry Pi OSIn production
Warranty & RMA. Repair intake, thermal barcode labels and supplier claim manifests in one internal system, with secure remote access through Cloudflare Zero Trust.
Flask · SQLite · Cloudflare Tunnel · Thermal printingIn production
Cytron HR Assistive Intelligence. Pilot chat assistant that answers employee HR questions only from official documents. Every statement carries a numbered citation, and questions the documents don't cover are declined with a pointer to HR instead of a guess.
Python · FastAPI · ChromaDB · ReactPilot
Built to be measured. Shipped with the numbers to prove it.
- Automated checks
- 19Automated checksRaspberry Pi Diagnostic Suite, from one Run All button
- TDS sensor accuracy
- 99.6%TDS sensor accuracyPeer-reviewed in IJIE, UTHM
- Automated tests
- 300+Automated testsWarranty & RMA Management System
Tools & development suite. The editors, toolchains and AI assistants I build with.

Code Editor & Systems Workspace
Visual Studio Code
Full-stack Next.js architecture, Linux daemon scripts, and Python automation workflows.

Agentic AI Pair Programmer
Antigravity
Deep codebase refactoring, architectural system design, and autonomous verification pipelines.

macOS & Swift Developer Suite
Xcode
Native Swift 5.9 and SwiftUI desktop applications interfacing with IOKit hardware registers.
Embedded Firmware Toolchain
Arduino IDE
Bare-metal C/C++ firmware compilation, ESP32 FreeRTOS routines, and serial sensor telemetry.

