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

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