// CATEGORY
Project Name

Stack details here...

DESIGN BY OCTOPUS.MY.ID

Penyelesai Masalah Bisnis Business Problem Solver

Spesialis AI Geospatial untuk Pertanian AI Geospatial for Agriculture Specialist

ENGINEER AI GEOSPATIAL FULL-STACK ENGINEER AI GEOSPATIAL FULL-STACK
PROBLEM SOLVER ARCHITECT PROBLEM SOLVER ARCHITECT
Portrait

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/ABOUT

01/05

"Saya percaya software terbaik bukan yang paling kompleks, tetapi yang paling mampu menyelesaikan masalah pengguna." "I believe the best software isn't the most complex, but the one most capable of solving user problems."

Selama bertahun-tahun saya membangun berbagai aplikasi mulai dari POS, WMS, Sistem Akuntansi, hingga AI Application. Saya memadukan keahlian Full-Stack dengan kecerdasan AI dan analisis Spasial untuk industri seperti Pertanian. Over the years, I have built various applications ranging from POS, WMS, Accounting Systems, to AI Applications. I combine Full-Stack expertise with AI intelligence and Spatial analysis for industries like Agriculture.

CURRENTLY FOCUSING ON: AGRICULTURE TECH & AI AUTOMATION

✺ MEMECAHKAN MASALAHSOLVING PROBLEMS ✺ REKAYASA END-TO-ENDEND-TO-END ENGINEERING ✺ AI INTEGRATION ✺ GEOSPATIAL ANALYSIS ✺ MEMECAHKAN MASALAHSOLVING PROBLEMS ✺ REKAYASA END-TO-ENDEND-TO-END ENGINEERING ✺ AI INTEGRATION ✺ GEOSPATIAL ANALYSIS

Memberikan nilai nyata di setiap proyek, menetapkan standar baru dalam pengembangan perangkat lunak berbasis AI dan Data Spasial. Delivering tangible value in every project, setting new standards in AI and Spatial Data driven software development.

✔

Full Stack Development end-to-end. End-to-end Full Stack Development.

✔

Membangun aplikasi AI otentik (n8n, Ollama), bukan sekadar API wrapper. Building authentic AI applications (n8n, Ollama), not just API wrappers.

✔

Mandiri dalam Deployment (Docker, Linux, Cloudflare). Independent in Deployment (Docker, Linux, Cloudflare).

✔

Berpengalaman di SaaS, Enterprise, dan GIS. Experienced in SaaS, Enterprise, and GIS.

Karya TerpilihSelected Works

AI Affiliate Automation

Agriculture Monitoring

Warehouse Management

Accounting SaaS

Lihat Semua ProyekView All Projects

Interactive AI Pipeline

PROMPT WORKFLOW OUTPUT

SESSION: AGRI_AI_092
// INPUT PROMPT

"Analisis koordinat lahan pertanian subak padi -8.3405, 115.0921 menggunakan citra Landsat-8 terbaru. Deteksi indeks klorofil (NDVI) dan rekomendasikan pola pemupukan nitrogen jika nilai di bawah rata-rata." "Analyze the agricultural coordinates of the rice subak -8.3405, 115.0921 using the latest Landsat-8 imagery. Detect the chlorophyll index (NDVI) and recommend a nitrogen fertilization pattern if the value is below average."

#Agriculture #NDVI-Detection #LLM-Pipeline
SYSTEM ACTIVE // KEYBOARD_READY
AUTOMATION WORKFLOW n8n Engine
⚙ Webhook Trigger✔
🛰 GIS Engine (GEE Parser)✔
🧠 Ollama Contextual LLM12.4T/s
PIPELINE FLOW OK // LOCAL_OLLAMA
REALTIME OUTPUT Ready

PARCEL ID: SUB_P41

Mean NDVI: 0.42 (RendahLow)

Status: Defisiensi NitrogenNitrogen Deficiency

> AI Recommendation:

"Lakukan pemupukan susulan Urea dengan dosis 120kg/ha dalam 48 jam sebelum masa pembungaan." "Apply a follow-up Urea fertilization at a dose of 120kg/ha within 48 hours before the flowering period."

EXPORTS COMPLETED // RENDER_OK

Engineering Stack

Frontend & Backend

  • Next.js / React
  • Tailwind CSS
  • Node.js / Express

Database & Cache

  • MongoDB
  • MySQL
  • Redis

AI Infrastructure

  • n8n Automation
  • Ollama (Local LLM)
  • OpenAI

DevOps & Cloud

  • Docker / CI/CD
  • Linux VPS
  • Cloudflare / Proxy

// CETAK BIRU ARSITEKTUR INTERAKTIF // INTERACTIVE ARCHITECTURE BLUEPRINT

STAGE 01 CLIENT APP NEXT.JS / MAP
↓
STAGE 02 GATEWAY & CACHE REDIS / CLOUDFLARE
↓
STORAGE MONGO / MYSQL
INTELLIGENCE OLLAMA / N8N
// NODE SPECIFICATION
SISTEM: OPERASIONALSYSTEM: OPERATIONAL LATENSI: OPTIMALLATENCY: OPTIMAL

Deployment & Infrastructure

Membangun, menerapkan, dan mengawasi sistem mandiri secara *end-to-end*. Building, deploying, and monitoring autonomous systems *end-to-end*.

Docker
CI/CD
GitHub Actions
Linux
Reverse Proxy
Cloudflare
Monitoring
VPS

APPENDIX // INDEXED KEYWORDS

Daftar kata kunci indeks klasifikasi teknologi, model data, dan cakupan fungsionalitas sistem yang terdokumentasi dalam arsitektur aplikasi ini. List of indexed keywords for technology classification, data models, and system functionality scope documented in this application's architecture.

01 / ARTIFICIAL INTELLIGENCE
  • • LLM Pipeline
  • • Local Ollama
  • • n8n Automation
  • • Context Analyzer
  • • Recommendation Engine
  • • Neural Parser
  • • Llama Inference
02 / GEOSPATIAL & EARTH DATA
  • • GIS Mapping
  • • NDVI Chlorophyll
  • • Landsat-8 Imagery
  • • GeoJSON Parser
  • • GEE (Earth Engine)
  • • Subak Coordinates
  • • Vector Parcels
03 / FULL-STACK APPLICATION
  • • Next.js Framework
  • • React Hydration
  • • Express API Gate
  • • Redis Caching
  • • MongoDB Cluster
  • • Entity Relational
  • • REST API Endpoints
04 / INFRASTRUCTURE & DEVOPS
  • • Docker Containers
  • • Linux VPS Hosting
  • • GitHub Actions CI/CD
  • • Reverse Proxy
  • • Cloudflare SSL
  • • Health Monitoring
  • • Microservices Grid
05 / DOMAINS & ENTERPRISE
  • • Agriculture Tech
  • • Warehouse Management
  • • Point of Sales (POS)
  • • SaaS Architecture
  • • Financial Accounting
  • • School Platform
  • • Remote Development

OCTOPUS TECHNICAL INDEX // SECURE INFRASTRUCTURE COMPILED SUCCESSFULLY

STATUS: 200 OK // READY FOR PRODUCTION