Bigbank
Nattapong Pongnukrohsiri

High School
Software Engineer

A Sci-Math-Eng student who has been coding since fifth grade. I like to understand the people who will use something before I design it, and I build websites and software with the Nightbears Technology team.

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Gold

Thailand Metaverse Hackathon #2

Gold2026 (Grade 10)

Won the Entertainment Track with team EdVantage for a VR Concert idea with gamification. I designed the system, its architecture and the flowcharts. Organized by Engineering, Chulalongkorn University.

HTMLCSSJavaScript

2026 (Grade 10)

Bronze Prize

Coding Thailand 2026: AI Inspires the Future

Bronze Prize2026

Bronze Prize at the national level and Silver Prize in the Lower Northeast region, with team Sleep.

2026

Researcher, 2B-KMUTT (Batch 20) — FIBO, KMUTT

2026 (Grade 10)

Spent 20 days at KMUTT in 2B-KMUTT Batch 20, working with FIBO on an AI project that pre-screens portrait photos, setting aside blurry shots and closed eyes for photographers, using InsightFace, pHash and EAR.

InsightFacepHashPythonHTMLSQLite

2026 (Grade 10)

Latest project

Cull Before Edit

An AI helper that sets aside blurry shots and closed eyes first, so photographers have more time left to edit.

A single shoot can produce 1,000–3,000 photos

Culling by hand: 8–24 hrs
Goal: AI rough cull: 15–30 min

Built with FIBO, KMUTT, at 2B-KMUTT Batch 20

Read about the 2B-KMUTT camp

Group the same scene
Each photo gets a pHash; photos less than 10 bits apart count as one scene.
Find faces
InsightFace detects faces and aligns 106 facial landmarks.
Check eyes and sharpness
An EAR below 0.20 counts as closed eyes; the face detection score helps judge sharpness.
Keep the key shots
If no photo in a scene has everyone's eyes open, only photos where more than half the people blink are set aside.
Sort into folders
Keep, Blur_photo and Blink_photo, for the photographer to check.