Web Development & AI Completed February 2026

Laporkanaja.my.id (Smart City AI & Spatial System)

Sistem pelaporan aspirasi masyarakat dengan validasi multimodal AI dan pemetaan geografis spasial.

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portfolio.reo.id/projects/laporkanaja-smart-city-ai-spatial-system
Web Development & AI
Laporkanaja.my.id (Smart City AI & Spatial System) Cover

The Problem & Context

Background challenges and operational requirements

Dinas pemerintah kerap menerima laporan duplikat, tidak relevan, atau tanpa kejelasan lokasi akurat.

The Solution & Technical Architecture

Core innovation and system design approach

Deteksi keabsahan visual insiden menggunakan AI Multimodal serta penandaan peta spasial interaktif langsung dari gawai pelapor.

Technical Approach & Implementation

Technology stack, libraries, and engineering decisions

PHP Web Engine, Multimodal AI APIs, Leaflet GIS Mapping, MySQL Spatial Indexes, Vanilla JavaScript.

My Contribution & Leadership

Individual responsibilities and development roles

Arsitek Sistem & Web Engineer: Merancang arsitektur data, modul spasial peta, dan jembatan verifikasi laporan cerdas.

Results & Impact

Measurable outcomes, awards, and performance

Meningkatkan efisiensi verifikasi keluhan warga dan menjadi dasar publikasi ilmiah smart city multimodal.

Project Gallery

Screenshots and interface walk-through