Research & Development

ggcd.tech

exploring software, systems and supply chain

About

Background in supply chain management with expertise in financial analysis, statistics, and forecasting methods. Also exploring Visual Basic for automation and legacy system integration.

Every link in the chain matters. From sourcing to delivery, each critical point shapes the entire flow. This journey connects the dots between supply chain logic, data systems, and software engineering.

TypeScriptReactNext.jsNode.jsDatabasePythonVisual Basic
Experiments
001

DataNinja

Real-time data synchronization between legacy and cloud systems with incremental upsert and conflict resolution.

pythondatabasesync
2026
002

MailBuster

Automated email parsing and intelligent routing with AI-powered extraction and auto-threading.

automationaiemail
2026
003

SandwichSam

Multi-layer sandwich pricing model with historical cost analysis and route-based risk scoring.

typescriptanalyticsfinance
2026
004

CargoCaptain

Internal employee shipment tracking dashboard with real-time status updates and reporting.

reactdashboardlogistics
2026
005

RetroRick

VB6 legacy ERP system with Python-based one-way sync to cloud database (490K+ records).

vb6pythonlegacy
2026
006

PaperPaws

Bill of Lading and shipping document OCR tool - extract text from screenshots and PDFs.

ocrautomationdocuments
2026
007

TariffTerry

Sea freight rates management system with Indonesia HS code database and tariff lookup.

apidatabaserates
2026
008

SailorSam

Vessel schedule management via Google Sheets with serverless architecture integration.

google-sheetsserverlessscheduling
2026
009

FreightFox

Freight forwarding management system with React/TypeScript frontend and Node.js backend.

reactnodejsfreight
2025
010

HSCoder

Indonesia HS code database and API with tariff lookup, import restrictions, and search functionality.

apidatabasetariff
2025
011

ChainForge

Logistics and supply chain application built with modern web technologies.

fullstacklogisticsprototype
2025
012

CodeGoblin

AI-powered coding assistant for autonomous development and intelligent code generation.

aiautomationcoding
Future
013

StudyFox

Self-learning system that explores and experiments with new technologies autonomously.

ailearningresearch
Future