✦Hello, I'm

DAO Duy Manh Ha

aka Rêveur — The Dreamer

AI Engineer based in Hanoi, Vietnam — building intelligent systems from Computer Vision to NLP, while finding inspiration in the endless mysteries of the cosmos.

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DAO Duy Manh Ha
⚡ Neural Architect
✦ About Me

Building intelligence, guided by the stars

Hi! I'm DAO Duy Manh Ha, known as Rêveur. I'm an AI Engineer & ML Researcher based in Hanoi, Vietnam, previously worked at eUp Technology JSC and pursuing a Master in AI at QUT (Feb 2026).

My work spans Computer Vision, NLP, and generative AI — from medical image fusion research at ICTLab to building production-ready AI pipelines. I graduated with a GPA of 3.6/4.0 from USTH and hold IELTS 7.0 and DELF B1.

🎓
3.6
GPA / 4.0 at USTH
🚀
5+
Projects Built
💼
1+
Years Experience
🌌
∞
Stars Counted
✦ Experience

Where I've built & explored

AI Engineer

eUp Technology JSC · Thanh Xuan, Hanoi

Apr 2025 — Feb 2026
💼 Full-time
  • ◆Developed algorithms for coloring SVG components from PNG regions using K-Means/DBSCAN clustering.
  • ◆Researched & applied novel image generation models with prompt engineering to optimize project costs.
  • ◆Built n8n workflows with prompt engineering for multilingual (CN/JP) error detection; refined with batch API & Python service to reduce cost.
  • ◆Created a Streamlit web app with Python backend & MongoDB for accountants — auto-analyzes monthly financial reports via Gemini API.
  • ◆Researched open-source ASR models (Whisper, Moonshine, Zipformer ONNX) and deployed Korean subtitle translation service for Migii Topik app using Gemini API across 20+ languages.
▾

Research Internship

ICTLab, USTH · Hanoi

Apr 2024 — Oct 2024
🔬 Research
  • ◆Researched deep learning models for PET & MRI medical image fusion using advanced imaging techniques.
  • ◆Implemented from scratch a novel image enhancement method based on histogram equalization & noise removal.
  • ◆Proposed a new pipeline combining enhancement techniques and deep learning to synthesize MRI and PET images.
  • ◆Enhanced edge preservation and structural similarity index from source to fused images using the proposed fusion technique.
  • ◆Github: https://github.com/r1verrdao/Img-enhancement
  • ◆Bachelor Thesis: View PDF
▾

🎓 Education

Master in AI

Feb 2026 — Dec 2027

Queensland University of Technology (QUT)

In progress

B.Sc in ICT

Oct 2021 — Oct 2024

University of Science and Technology of Hanoi (USTH)

GPA: 3.6/4.0
✦ Skills

My Constellation of Skills

Like stars forming constellations, these skills come together to create meaningful digital experiences.

🤖
AI / ML
Machine LearningDeep LearningComputer VisionNLPImage ProcessingOOP & Algorithms
🐍
Languages & Frameworks
PythonMATLABPyTorchScikit-learnOpenCVFastAPIStreamlitLangchainLanggraph
🛸
Data & Tools
NumpyPandasGitDockerLinuxn8nAWS (basic)JiraOllamavLLM
🔭
Astronomy
StellariumAstrophotographyCelestial MechanicsNebulaeDeep Sky ObjectsCosmology
✦ Missions

Featured Projects

Here are some of my featured projects.

🌾
Machine Learning

ML Models Management

Machine learning platform to train and run inference on models predicting necessary nutrition amounts for rice plants. Includes data pre-processing pipelines and model evaluation.

PythonScikit-learnPyTorchPandasNumpy
🦅
Computer Vision

Bird & Ant/Bee Classifier

ResNet50-based image classifier achieving 80% accuracy for bird species and 95% accuracy for ant/bee classification. Fine-tuned with transfer learning on custom datasets.

PythonPyTorchResNet50Transfer Learning
✨
Image Processing

Image Denoiser

Research and implementation (from scratch) of several classical and modern noise removal methods for digital images. Comprehensive benchmarking across PSNR, SSIM metrics.

PythonOpenCVNumpyMATLABScikit-image
🌌
Frontend

This Portfolio

The very site you're exploring — built with Next.js, Framer Motion, and Three.js to render a live galaxy simulation. Astronomy-themed dark UI with glassmorphism design.

Next.jsThree.jsFramer MotionTypeScript
✦ Contact

Send a Message

Whether it's about a project, collaboration, or just yapping about interesting stuffs — I'm always happy to receive messages.

🌌 Open for Opportunities

I'm currently looking for new opportunities. Whether you have a question or just want to say hi, my inbox is always open!

Send a Message 📡