Wei Tan

Sessional Lecturer at Monash University Malaysia

Subang Jaya City Council, Selangor, Malaysia
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Summary

👤
Senior
🎓
Top School
Wei 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.
code10 years of coding experience
job5 years of employment as a software developer
bookDoctor of Engineering, Mathematics and Computer Science, Doctor of Engineering, Mathematics and Computer Science at Shinshu University
bookMaster of Computer Science, Computer Science, Master of Computer Science, Computer Science at University of Malaya
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Github Skills (21)

image-synthesis10
generative-adversarial-network10
object-recognition9
image-generation9
deep-learning9
siamese-network9
model-compression7
compression-algorithm7
pruning7
computer-vision7
algorithms6
compression5
object-detection5
neon5
tensorflow5

Programming languages (3)

C++MATLABPython

Github contributions (5)

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willtwr/ArtGAN

Nov 2017 - Jun 2019

Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "
Contributions:88 commits, 87 pushes, 1 branch in 1 year 6 months
generative-adversarial-networktensorflowimage-synthesisartwork-synthesis
Contributions:50 pushes, 1 branch in 1 month
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