An Tran
Lead Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolAn Tran is a Lead Data Scientist based in Singapore with 12 years of experience specializing in computer vision and machine learning, currently building Geo/Map vision pipelines and edge ML solutions at Grab. With a PhD from NUS and a background in C++ production code and Kubernetes scaling, he bridges research-level algorithms and robust, deployable systems. His work spans AI, deep learning, OpenStreetMap integrations, and data engineering tools like Spark, Airflow and Grafana, enabling location-aware products across Southeast Asia. Former roles include industry R&D and academic research, giving him both customer-facing product experience and deep technical rigor. Outside work he blends a passion for sports with technology, an uncommon perspective that helps him design practical solutions for mobility and logistics.
12 years of coding experience
2 years of employment as a software developer
Bachelor of Engineering (B.E.), Computer Engineering, Bachelor of Engineering (B.E.), Computer Engineering at HCMC University of TechnologyBachelor thesis, Computer Network, Bachelor thesis, Computer Network at Université de Nice-Sophia AntipolisDoctor of Philosophy (PhD), Computer Vision, Machine Learning, Doctor of Philosophy (PhD), Computer Vision, Machine Learning at National University of Singapore
Vietnamese, English
Stackoverflow
1,730reputation
1.0mreached
13answers
1question
vector
top-5%
matplotlib
top-5%
amazon-s3
top-5%
Github Skills (145)
opencv10
python10
image-processing10
deep-learning10
tflite10
depth-estimation10
yolov510
caffe10
onnx10
object-detection10
computer-vision10
serialization10
mutation10
ultralytics10
pytorch10
Programming languages (7)
Github contributions (5)
antran89/dense_flow
Dec 2016 - Dec 2017
Contributions:34 commits, 31 pushes, 3 branches in 1 year
antran89/OlympicsDataset
Oct 2013 - May 2017
Contributions:5 commits, 1 push in 3 years 7 months
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