Resume
Software Engineer · AI · Computer Vision · 3D · Security · 4+ years
$ Software Engineer with over four years of experience across AI, software development, system operation, and 3D rendering and simulation. Based in HCMC, Vietnam. Reach me at hoang@hoang.tech, github.com/hoangperry, or linkedin.com/in/hoangntruong.
Experience
Hung Thinh Innovation
Mar 2020 — Present
Senior Specialist, R&D and Cooperation Department
- Research and develop applications for the next generation of intelligent-city features.
- Collaborate across departments to test and evaluate partner solutions and technologies.
- Build proof-of-concept versions for metaverse and 3D applications: Meta-human, 3D space reconstruction, GIS.
- PyTorch
- Django
- FastAPI
- OpenCV
- Unreal Engine
- Dialogflow
- Docker
Yedda
Nov 2020 — Mar 2022
Software Engineer, AI Team
- Led a three-person team designing and running automation and intelligence-augmentation tools that improved employee throughput by at least 25%.
- Built real-time AI services for CCTV: traffic counting, vault security, close-contact warning, product scoring, store supervision.
- Delivered low-latency, fault-tolerant, auto-scaling services across multiple compute nodes.
- PyTorch
- Django
- PostgreSQL
- Jenkins
- Docker
- Redis
- MongoDB
- OpenCV
DPS Solutions
Nov 2018 — Nov 2020
Software Engineer, AI Team
- Key member building face-attendance applications: multi-face recognition at 98% accuracy, single-image enrollment.
- Developed an end-to-end Vietnamese OCR solution reaching 0.2 CER.
- Deployed high-availability, near-zero-downtime, auto-scaling services on Docker.
- PyTorch
- OpenCV
- Apache Kafka
- MongoDB
- Django
- FastAPI
- GraphQL
- Docker
Ton Duc Thang University, AI Laboratory
Jun 2018 — Nov 2020
R&D Internship
- Joined as one of the first members; researched and developed AI solutions end to end, from data collection to system deployment.
- Primary project: an OCR system that accurately reconstructs document layout.
- PyTorch
- TensorFlow
- Pandas
- NumPy
- Flask
- Docker
Projects
2D Animated Chatbot
Author · 2022
- Conversational agent with an animated 2D character driven by a simple dialog-flow manager.
- Microservice architecture; phoneme-based lip sync compatible with most Latin languages, extensible to 3D via pose bending.
- Dialogflow
- PyTorch
- FastAPI
- OpenCV
- WebRTC
VISEE — Deep Image Search
Co-author · 2020
- End-to-end visual search service combining full-text and image search, focused on Vietnamese e-commerce (Tiki, Lazada, Shopee, Sendo).
- Fully dockerized, designed for scale and stability. Source: github.com/vndee/visee
- PyTorch
- FastAPI
- Kafka
- Milvus
- MongoDB
- ELK Stack
Distributed Crawler System
Co-author · 2019
- Robust, horizontally scalable crawler with dynamic rule management, parsing across real estate, employment, and other sectors.
- Selenium
- BeautifulSoup
- PostgreSQL
- Redis
- FastAPI
- Apache Kafka
Education
Ton Duc Thang University
2017 — 2021
BSc in Computer Science · GPA 3.26
- Joined TDTU's AI Lab as one of the first members.
- Co-author at the ECONVN 2021 conference. DOI: 10.1007/978-3-030-77094-5_48
Skills
Programming
- Python
- PyTorch
- Django
- FastAPI
- NumPy
- Scikit-learn
- OpenCV
- JavaScript
- HTML/CSS
- PostgreSQL
- MongoDB
- Redis
- Apache Kafka
- Docker
Tooling & platforms
- Linux
- Bash
- Git
- Unreal Engine
- Google Cloud
Languages
- English — professional proficiency
- Vietnamese — native proficiency