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Bao Nam Do

Projects

Things I've built and helped build

Each project separates what I did from what the team did, and marks numbers that are still being verified.

avab.vn — AI personalized learning platform (live homepage)
Education · Entrepreneurship · AI & Machine LearningVerified

AvaB

avab.vn — a live education-technology platform used by learners and teachers. A national student-startup project (SV_STARTUP-2024) where I worked on product, AI personalization, content and operations.

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EduVision AI explaining geometry to a low-vision student through touch — no diagram needed
AI & Machine Learning · Accessibility · Education · ResearchVerified

EduVision-AI

An assistive learning tool combining OCR, text-to-speech, speech recognition, visual description and audio flashcards — designed with, not just for, students who are blind or have low vision. It began with a visit to the Nguyễn Đình Chiểu School in Hanoi.

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Kỳ Anh Audio Guide — bilingual, accessible heritage website
AI & Machine Learning · Accessibility · EducationVerified

Kỳ Anh Audio Guide

A no-install, bilingual web guide for the Kỳ Anh Tunnels National Historic Site: scan a QR at each stop to hear an AI voice tell that spot's story in Vietnamese or English. Built end-to-end and handed to the site — heritage, made accessible on any phone.

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GreenLight — live online store for recycled-material décor
EntrepreneurshipVerified

GreenLight

A circular-economy venture turning waste materials into interior/exterior décor. As deputy lead for technology I built the online store and back-office system. It won city-level prizes, reached the National Student Startup round, and became a real business — 93 customers and 150M+ VND in its first year.

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PCCC-YOLO detecting fire and smoke in real time
AI & Machine Learning · ResearchVerified

PCCC-YOLO — Real-time Fire & Smoke Detection

A YOLOv8 model I trained on 131,945 images to detect fire and smoke in real time on ordinary webcams and CCTV — built for the mini-apartments and rented rooms that rarely have smart monitoring. Started during my AI research at HUST's Applied Math & Informatics lab.

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skinDisease classifier with Grad-CAM explanation
AI & Machine Learning · ResearchVerified

skinDisease — Dermatology Classification

An EfficientNet-B0 model I fine-tuned on ~19,500 DermNet images (≈75% top-1, ≈93% top-5), with Grad-CAM so a clinician can see what the model looked at — aimed at screening where dermatologists are scarce.

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GreenVision AI live dashboard — per-room energy, occupancy and alerts
AI & Machine Learning · ResearchVerified

GreenVision AI — Smart Energy Monitoring

An end-to-end system: a YOLOv8 person-detector (~10,000 images, runs on CPU), a FastAPI + WebSocket backend streaming sensor data, and a React dashboard that flags rooms left powered while empty — built to cut wasted electricity in school buildings.

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