PhD Student, Computer Science

Ngo Hoang
Bach

Incoming PhD student at UNC Charlotte starting Spring 2027, joining Prof. Hieu Le to work on trustworthy computer vision.

Based in
Ho Chi Minh City
Starting
PhD, UNC Charlotte Spring 2027
Advisor
Prof. Hieu Le
Open to
Research chats

About

01
Ngo Hoang Bach

I'm an AI researcher and engineer based in Ho Chi Minh City. By day I shipped production AI at Finizi.AI and EDBase. Outside of work, I've published first-author papers on vehicle retrieval, pedestrian attributes, and dense layout generation.

Starting Spring 2027 I'll join UNC Charlotte as a PhD student, working with Prof. Hieu Le on trustworthy computer vision. I want to build models people can trust: calibrated, interpretable, and robust to distribution shift. If this overlaps with your work, let's talk.

Research

02

Selected publications

2026

Learning to Generate Multiple Objects from Dense and Occluded Layouts

First Author. Dense Layout Generation.
ACCV 2024

CrossPAR: Enhancing Pedestrian Attribute Recognition

First Author. Vision-Language Fusion.
CVPRW 2023

Comprehensive Visual Features for Vehicle Retrieval

First Author. AI City Challenge.
CVPRW 2024

Divide and Conquer Boosting for Traffic Safety Analysis

Co-Author. Large Vision Language Models.

Experience

03
Present

Founding Engineer

Finizi.AI
  • Designed an automated accounting system processing 10k+ invoices daily.
  • Built cloud-native infrastructure for generating business insights and operations.
  • Implemented AI-driven tax compliance and bookkeeping automation.
2024

Junior AI Engineer

Viact.ai
  • Developed AI tools for market signal detection from social media and news.
  • Designed OCR pipelines for complex form extraction.
  • Rapid deployment of GenAI tools using vLLM, Celery, and MCP.
2023

Head of AI Team

GDGoC - HCMUS
  • Directed research projects and organized academic workshops.
  • Mentored students on modern AI topics and led the technical team.

Contact

04

Contact Me

Let's build
something
amazing.

Open for Founding Engineer roles and technical leadership opportunities. Let's discuss how I can bring value to your team.