Huynh Nhat Quoc Bao
AI Engineer
adz9y2@r.postjobfree.com 090*-**-**-** linkedin baohnq
Unicloud Group HCM
AI Engineer
Build AI models to detect and extract the text from the MRZ lines for the eKYC system. Performance module: accuracy ( 0.93%), runtime on GPU (0.24s 土 0.05s) Skills: PaddleOCR, FastAPI, Label-Studio.
sep 2022 - present
Experience
Programming languages: Python, C++.
AI Framework: Pytorch, pandas, numpy.
Data Framework: Tableau.
Other framework: Django, Docker, FastAPI.
Version control: GitHub, GitLab.
Language: English, Vietnamese.
Skills
University of Science 2019 - present
Education
Major: Computer Science
GPA: 8.28 / 10
Extract MRZ text in ID Card and Passport
BioID Face Liveness
Build a module to exclude counterfeit face images (printed, scanned, screenshots, edited) from the identification process.
Performance module: accuracy (0.96%).
Skills: Resnet, EfficientNet, XAI with CAM, FastAPI, Label-Studio, CleanLab. ID Card Liveness
Build a module to eliminate counterfeit ID cards (printed, scanned, screenshots, edited) from the identification process in the eKYC system.
Performance module: accuracy (0.97%), runtime on CPU (0.20930034s). Skills: Swin Transformer, XAI with CAM, FastAPI, Label-Studio, CleanLab. Signature Matching - in process
Create a handwriting signature matching module to support Cash Management Services (CMS) in a bank.
Skills: Yolov8, CycleGAN, extract feature with GABOR.