01IoT
RTT Real Time Transit
Live transit map fed by a GPS box we designed ourselves. KMITL shuttles run on it every day.
- 6KMITL shuttle routes live
- 126Rail and boat lines on the map
Web, apps, bots, AIwe take it all on
We write software for shops, factories and universities. The moving dots behind this text are KMITL shuttles and flood points around Bang Mod, pulled live from systems we built.
--Vehicles on RTT
--Reported in the last hour
--Flood and rain points, Bang Mod
Updated--:--:--
Live feed is unreachable, showing the latest snapshot
30projects on this page
9sites still online
15Fastwork jobs, rated 4.9
2NRCT gold medals
Selected work
02Vision AI
ChickenQC Conveyor AI
A camera watches chicken on the conveyor. Foreign objects and bad pieces get blown off by air, all on one Raspberry Pi 5.
- 99%Drumstick accuracy on test set
- 97%Breast accuracy on test set
03Web
Payroll + LINE Bots
Payroll and attendance a factory uses every day, with LINE bots for advances and leave. Then we turned it into SaaS.
- 3LINE bots around the system
04Web
FloodWatch Campus Flood Map
Which roads are flooded right now. BMA sensors, Traffy reports, rain, river level and satellite images on one map.
- 2Campuses live
- 390Satellite images analysed
05Web
KMatch Campus Matching
A friend finder for university students. Five picks a day, and you message first before you match.
- 9Universities supported
- 5Picks per day
All projects
Online
RTT Real Time Transit
Live transit map fed by a GPS box we designed ourselves. KMITL shuttles run on it every day.
ChickenQC Conveyor AI
A camera watches chicken on the conveyor. Foreign objects and bad pieces get blown off by air, all on one Raspberry Pi 5.
Online
Payroll + LINE Bots
Payroll and attendance a factory uses every day, with LINE bots for advances and leave. Then we turned it into SaaS.
Online
FloodWatch Campus Flood Map
Which roads are flooded right now. BMA sensors, Traffy reports, rain, river level and satellite images on one map.
Online
KMatch Campus Matching
A friend finder for university students. Five picks a day, and you message first before you match.
Online
Dekhor Dorm Finder
Dorms around KMUTT, reviewed by the people living in them
Dekhor Dorm Finder
Dorms around KMUTT, reviewed by the people living in them
Online
CodeKao Learn C
Learn C from zero with instant code judging, made for first-years
CodeKao Learn C
Learn C from zero with instant code judging, made for first-years
Online
Staff Training Records
A listed company tracks training history, sessions, evaluations and exec summaries
Staff Training Records
A listed company tracks training history, sessions, evaluations and exec summaries
Online
Highway ML Risk Map
XGBoost predicts accident risk on Thai highways, fed by live highway department data
Highway ML Risk Map
XGBoost predicts accident risk on Thai highways, fed by live highway department data
VanSale POS
Android POS for ice delivery vans. Invoices on the spot, Bluetooth printing, works offline
VanSale POS
Android POS for ice delivery vans. Invoices on the spot, Bluetooth printing, works offline
NRCT Gold 2026
Anti Trigger Finger
Flex sensor glove plus live hand tracking to help rubber farmers exercise their fingers
NRCT Gold 2025
Fry Counter
YOLOv8 on a Raspberry Pi counts tilapia fry and shrimp larvae instead of by hand
Fry Counter
YOLOv8 on a Raspberry Pi counts tilapia fry and shrimp larvae instead of by hand
Plates and Red Light
Finds plates in traffic video and flags cars crossing on red
Plates and Red Light
Finds plates in traffic video and flags cars crossing on red
Online
AR Detect
Point your webcam and it names what it sees, or type anything to look for
Hermes Reminder Bot
LINE bot for recurring team reminders, categories and times set right from chat
Hermes Reminder Bot
LINE bot for recurring team reminders, categories and times set right from chat
Parcel Label Bot
Snap a shipping label into Discord, the bot reads QR and barcodes and fills Google Sheets
Parcel Label Bot
Snap a shipping label into Discord, the bot reads QR and barcodes and fills Google Sheets
Auto Shipping for 16 Shops
Hooks into Pancake POS to ship orders for 16 shops and send a daily summary
Auto Shipping for 16 Shops
Hooks into Pancake POS to ship orders for 16 shops and send a daily summary
AutoTextPDF
Drop in shipping label PDFs and it prints product names on each one, so packers never grab the wrong item
AutoTextPDF
Drop in shipping label PDFs and it prints product names on each one, so packers never grab the wrong item
FormFill
Prepare many profiles, schedule it, and it fills the form the moment it opens
RCockpit FPV Rig
Real wheel and pedals drive an RC car over ELRS 2.4GHz with an onboard camera view
RCockpit FPV Rig
Real wheel and pedals drive an RC car over ELRS 2.4GHz with an onboard camera view
Jonglek
Lottery number search and booking, customer and shop sides in one app
Jonglek
Lottery number search and booking, customer and shop sides in one app
Design Thinking Fitness App
Interviews, personas and a journey map to find a fitness app idea students would actually use
Design Thinking Fitness App
Interviews, personas and a journey map to find a fitness app idea students would actually use
More projects
Master Stock
One stock list for the whole company, living next to the payroll system
Work Distribution
Hands out work to a team automatically and syncs with Google Sheets
Bangkok Property Finder
Map search for condos and dorms in Bangkok with price filters and transit commute time
Real Estate Leads
Pulls listings from many property sites into one place for sales teams
Thai Silk Sentiment
Classifies Thai comments about silk as positive or negative and charts the result
Small early projects
- 01Balanced DietBMI and calorie calculators
- 02QR GeneratorQR codes with automatic logos
- 03Python App LauncherKeyboard app launcher for Windows
- 04VPS Monitor WidgetmacOS widget for server CPU and RAM
- 05Permutation GeneratorBrute force pattern generator in Rust
What we take on
Shop and company sites
Storefronts and catalogs that look right on phones
From8,000THB
Back office systems
Payroll, attendance, stock, HR records, exec reports
From20,000THB
LINE bots and automation
Bots for requests, approvals, alerts, scraping and repetitive work
Quoted per project
Camera AI
Counting, sorting, QC and plate reading, even on small boards
Quoted per project
IoT and PCB design
ESP32, GPS, 4G, sensors, custom boards ready for fab
Quoted per project
The team
About Ryu
First year IT student at KMUTT. Freelancing since 2025, mostly back office systems, LINE bots and camera AI. RTT is my own project on the side.
Awards
- 2026Gold, Thailand New Gen Inventors Award (NRCT)AI trigger finger exerciser
- 2025Gold, Southern Inventor Award (NRCT)AI fry and larvae counter
- Winner, programming skills, Songkhla vocational
- Winner, young inventors, Hat Yai Technical College
- Finalist, SITE Inno Challenge, PSU Medicine
Toolbox
Languages Python, TypeScript, Kotlin, Go, Rust, C#, SQL, C++
Web React, Next.js, Astro, FastAPI, Node.js, MapLibre
AI and data YOLO, OpenCV, MediaPipe, XGBoost, LSTM, OCR
Infra Docker, Linux, Cloudflare, PostgreSQL, SQLite
Hardware ESP32, GPS/GNSS, 4G LTE, Raspberry Pi, KiCad
Certificates
freeCodeCamp Machine Learning with Python, freeCodeCamp Scientific Computing with Python, freeCodeCamp JS Algorithms and Data Structures, Foundational C# with Microsoft, Google Cybersecurity, NVIDIA AI for All, NVIDIA InfiniBand Essentials, NVIDIA Ansible Essentials, HackerRank Software Engineer
Got something to build?Message us first
We agree on scope first. Quotes are free, you get the source code, and if something is beyond us we say so early.
Message on LINE