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27

Tools

7

Projects

83%

Avg. Proficiency

Hardware / IoT

10 tools

Mitsubishi PLC

Hardware / IoT
Proficiency95%

Used in 3 projects

LS PLC (XGB)

Hardware / IoT
Proficiency85%

Used in 1 projects

HMI

Hardware / IoT
Proficiency85%

Used in 2 projects

LS GOT1000-2000

Hardware / IoT
Proficiency80%

Used in 1 projects

Cimon

Hardware / IoT
Proficiency75%

Used in 1 projects

ProFace

Hardware / IoT
Proficiency75%

Used in 1 projects

V-Box IoT Gateway

Hardware / IoT
Proficiency90%

Used in 1 projects

AI Vision IV4

Hardware / IoT
Proficiency85%

Used in 1 projects

M

MQTT

Hardware / IoT
Proficiency80%

Used in 2 projects

CCTV System

Hardware / IoT
Proficiency75%

Used in 1 projects

Software / Frameworks

10 tools

N

Next.js

Software / Frameworks
Proficiency92%

Used in 5 projects

R

React

Software / Frameworks
Proficiency90%

Used in 2 projects

R

React Native

Software / Frameworks
Proficiency75%

Used in 1 projects

T

TypeScript

Software / Frameworks
Proficiency88%

Used in 3 projects

P

Python

Software / Frameworks
Proficiency80%

Used in 1 projects

T

Tailwind CSS

Software / Frameworks
Proficiency90%

Used in 1 projects

P

Prisma ORM

Software / Frameworks
Proficiency82%

Used in 1 projects

Zustand

Software / Frameworks
Proficiency78%

Used in 1 projects

F

Framer Motion

Software / Frameworks
Proficiency85%

Used in 1 projects

E

Excel Parser (XLSX)

Software / Frameworks
Proficiency80%

Used in 1 projects

Design / CAD

3 tools

S

SketchUp 3D

Design / CAD
Proficiency90%

Used in 2 projects

A

AutoCAD

Design / CAD
Proficiency88%

Used in 2 projects

ZWcad

Design / CAD
Proficiency80%

Used in 1 projects

Database / Data

1 tools

P

PostgreSQL

Database / Data
Proficiency88%

Used in 3 projects

Communication / Analytics

3 tools

L

LINE Messaging API

Communication / Analytics
Proficiency82%

Used in 1 projects

T

Telegram Bot

Communication / Analytics
Proficiency78%

Used in 1 projects

G

Google Analytics 4

Communication / Analytics
Proficiency70%

Used in 1 projects

AI in Production

Real-world AI applications in production lines — not just theory, but measurable results.

In Production

Computer Vision Inspection

Real-time defect detection using AI Vision IV4 camera integrated with PLC reject logic.

AI Vision IV4 · PLC · Real-time Streaming

Detection speed 30x faster than manual
View Project
In Production

AI Production Planning

AI copilot analyzes historical production data and Excel imports to optimize shift scheduling.

Next.js · AI Planning Engine · Excel Parser

Reduces planning time by 70%
View Project
In Production

Anomaly Detection

Dashboard identifies abnormal production patterns and equipment performance drops using statistical analysis.

PostgreSQL · Prisma · AI Insights · Telegram

Early detection 3-5 days before failure
View Project
Planned

Predictive Maintenance

ML model forecasts equipment breakdown based on historical downtime patterns and sensor data.

Python · Time Series · PostgreSQL

Target: reduce unplanned downtime 40%
In Production

AI-Powered Notifications

Smart alert system via LINE & Telegram with contextual messages based on event severity and operator roles.

LINE API · Telegram Bot · Smart Routing

Response time reduced 80%
View Project