Skip to main content

Projects Blogs Let's talk

xs

sm

md

lg

xl

2xl

Have an idea in mind?

Always interested in thoughtful projects and good collaboration.

Email me Contact details

Built byPhu - Luong Thanh Hoang

Projects Blogs Contact

Hi there!

Hey, I’m Phu. This is a ‘Byte of Me’ — a small space on the internet where I share my journey and what I’ve been building.

My story

Fullstack developer. I work on computer vision and build the web applications around it.

You’ll never know how good you might have become unless you try.
— Mike Mentzer

Featured works

01
INT8 quantization for RF-DETR on TensorRT
Added quantization="int8" to the TensorRT export. Against FP16 at batch 1, the INT8 engines ran 1.10× to 1.33× faster on an RTX 5070 and 1.11× to 1.21× on a Tesla T4 (CUDA-graph replay), at a cost of 0.5 to 0.85 COCO AP points.
roboflow/rf-detr9,758 stars
View on GitHub(opens in a new tab)

Open source

26 merged pull requests across 3 projects

All contributions

roboflow/rf-detr
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
Python9.8K23 PRs+21,136−2,909
roboflow/trackers
Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use.
Python3.9K2 PRs+239−8
sunsmarterjie/yolov12
[NeurIPS 2025] YOLOv12: Attention-Centric Real-Time Object Detectors
Python3K1 PR+1−1

Education

VNU-HCM University of Science
2020 — 2024
Computer Science, Honors Program.
Focus: computer vision & vision–language models.
- GPA: 8.67/10.0
- Graduation Thesis: 10/10
  Developed an advanced Vision-Language system for simultaneous medical image segmentation and classification. By integrating visual and linguistic data, this research significantly enhances diagnostic accuracy and outperforms traditional anomaly detection models.
- CV4DC Workshop at ACCV 2024
  Published "Abnormality Detection In Medical Image Based On Visual-Language Model" | Code.
AI Challenge 2023 (HCMC)
Award: Consolation prize | Code.
Ranked 6th in the 2020 University Entrance Exam
Achieved a score of 28.65/30.00 | Link.
Phan Chau Trinh High School, Da Nang
2017 — 2020

Stack

TypeScript
PostgreSQL
JavaScript
Python
Go
FastAPI
MongoDB
Redis
Tailwind CSS
SeaweedFS
Docker
Minio
Prisma
Express.js
Nest.js
React.js
Next.js
Kafka