An Tran
Machine Learning Researcher at http://www.nus.edu.sg/
Singapore, Vietnam
Summary
👤
SeniorAn 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
Stackoverflow
1,730reputation
1.0mreached
13answers
1question
vector
top-5%
matplotlib
top-5%
amazon-s3
top-5%
Github Skills (102)
opencv10
image-processing10
mxnet10
deep-learning10
instance-segmentation10
tflite10
yolov510
caffe10
onnx10
object-detection10
computer-vision10
classification10
tensorrt10
ultralytics10
pytorch10
Programming languages (10)
Github contributions (5)
antran89/awesome-optical-flow-algorithm
Jan 2018 - Oct 2022
A curated list of resources dedicated to optical flow algorithms. Feel free to make PRs to contribute.
Contributions:2 reviews, 11 commits, 2 PRs in 4 years 9 months
optical-flow
antran89/dense_flow
Dec 2016 - Dec 2017
Contributions:34 commits, 31 pushes, 3 branches in 1 year
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