Available for opportunities · 2025

Son Hong
Nguyen

Computer Vision Engineer · AI Engineer
B.Sc. Data Science · International University · Vietnam

Specializing in computer vision — image classification, object detection, segmentation, and style transfer. Strong background in model development and production deployment. Published researcher with 2 submitted journal papers.

Download CV View Projects
Son Hong Nguyen
AI · CV

Technical Profile

Skills & Toolset

Programming
PythonSQL
ML / Deep Learning
PyTorchOpenCVNumPyscikit-learn
Computer Vision
ClassificationDetectionSegmentationStyle TransferFace Recognition
CV Models & Libs
MTCNNFaceNetMediaPipeResNetAdaIN
Backend & Deploy
FlaskFastAPISQLitePostgreSQLGunicornNginxLinux VPS
Tools & Infra
GitLinuxJetson NanoSMB Protocol

Work History

Experience

Jul 2024 – Oct 2024
Velox Tech Company
AI Engineer Intern
  • Cleaned, preprocessed, and curated datasets for model training pipelines.
  • Analyzed model outputs and error modes; recommended architecture and data improvements.
  • Designed and implemented a distributed PostgreSQL database to synchronize data between lab and environment systems.

Academic Background

Education

Bachelor of Science in Data Science
International University — Vietnam National University Ho Chi Minh City
2021 – 2025
Relevant coursework: Machine Learning · Deep Learning · Computer Vision · Statistics · Data Mining · Data Analysis

Research

Publications & Papers

iD ORCID  0009-0009-3767-124X
Under Review · 1st Author
Learned Weighted Hypotheses Union for Robust Prompt-based Segmentation
Submitted to Engineering Applications of Artificial Intelligence — Elsevier · IFAC
Under Review · 1st Author
Enhancing Multi-Region Stylization with Interior-Guided Boundary Repair
Submitted to Multimedia Systems — Springer Nature

Work

Featured Projects

Computer Vision
Research
🧠
CV · Deep Learning · Biometrics
Face Recognition System v3 — FRS
Biometric authentication with 512-d FaceNet embedding, MTCNN detection, Silent-Face liveness CNN, and MediaPipe iris gaze tracking. Cosine similarity matching.
PyTorchMTCNNFaceNetMediaPipeFastAPIOpenCV
View Details 2 Papers
🎨
CV · Style Transfer · NLP
Prompt-guided Multi-Region Image Style Transfer
Text-prompt segmentation with AdaIN style transfer per region. Interior-guided boundary repair for seamless multi-region stylization. Subject of 2 submitted journal papers.
PyTorchAdaINSAMCLIPOpenCV
View Details
🤖
Edge AI · Embedded Systems
Real-time Human Alert System
Optimized detection model deployed on NVIDIA Jetson Nano for region monitoring with real-time alerts. Edge inference optimization for limited compute.
PyTorchOpenCVJetson NanoNVIDIA
View Details
🏗️
Deep Learning · Architecture
ResNet Models from Scratch
Implemented ResNet-18/34/50 from scratch in PyTorch. Applied to image classification benchmarks. Focus on residual learning and skip connection theory.
PyTorchPythonResNet
Personal Study
Data and Systems
● Live
💾
Full-Stack · CV · NAS
SonDrive — Personal Cloud File Manager
Self-hosted file manager with AI biometric login — face recognition + liveness + gaze tracking. SMB NAS backend, media streaming, ZIP download, shareable links, PDF preview.
FastAPIFaceNetsmbprotocolSQLiteWebRTC
View Details ● Live
🎯
Full-Stack · Productivity · Real-time
TaskMaster v2 — Deep Work OS
Productivity platform with Eisenhower matrix, Pomodoro sessions, streak tracking, SSE real-time push, group collaboration, democratic task voting, and behavioral analytics.
PythonFlaskSSESQLiteArgon2
View Details ● Live
📦
Full-Stack · Data Engineering
Warehouse Management System — WMS v1.0
Multi-tenant inventory platform with isolated SQLite DBs per user. Real-time stock tracking, time-series analytics, full audit trail with JSON diffs, employee scheduling.
PythonFlaskSQLitePBKDF2REST API
View Details

Credentials

Certifications & Languages

🌐
IELTS Academic
Band 5.5  ·  Tested 08 August 2025  ·  TRF ↗
🇻🇳
Vietnamese
Native speaker