Wei Tan
Sessional Lecturer at Monash University Malaysia
Subang Jaya City Council, Selangor, Malaysia
Summary
👤
Senior🎓
Top SchoolWei Tan is a computer vision and AI practitioner with a Ph.D. and over a decade of experience turning research into production-ready systems across transportation, surveillance, and industry deployments. He has engineered high-accuracy, real-time models (e.g., 95%+ passenger counting and vehicle/person detection, 99% ANPR) and led cost-effective data collection and active learning strategies that cut labeling and training overhead by up to 70%. Recently he built OCR+LLM pipelines for invoice and chat-screenshot extraction achieving ~90% accuracy and sub-3-second processing, and has consulted on RAG and AI agent designs for clients. As a Sessional Lecturer and former postdoc, he blends rigorous academic grounding with hands-on cloud deployment experience (AWS, Jetson Nano) to ensure models work in the wild. Colleagues value him for pragmatic solutions that focus on data efficiency and real-world constraints rather than bench-top benchmarks.
10 years of coding experience
5 years of employment as a software developer
Doctor of Engineering, Mathematics and Computer Science, Doctor of Engineering, Mathematics and Computer Science at Shinshu UniversityMaster of Computer Science, Computer Science, Master of Computer Science, Computer Science at University of Malaya
Github Skills (17)
image-synthesis10
stylegan10
generative-adversarial-network10
generative10
caffe9
synthesis9
siamese-network9
deep-learning8
image-generation8
pytorch7
computer-vision7
tensorflow6
object-tracking6
object-detection5
hardware5
Programming languages (1)
Github contributions (5)
willtwr/ArtGAN
Nov 2017 - Jun 2019
Contributions:88 commits, 87 pushes, 1 branch in 1 year 6 months
willtwr/text2image-demo
Dec 2024 - Dec 2024
Contributions:27 pushes, 1 branch in 16 days
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