Deepak Ghimire
Senior Researcher at KETI(Korea Electronics Technology Institute)
Jeonju Metropolitan Area South Korea
Summary
👤
Senior🎓
Top SchoolDeepak Ghimire is a Senior Researcher and PhD-trained computer vision specialist with over a decade of experience building efficient CNNs, vision transformers, and edge AI systems for ADAS, robotics, and smart farming. He blends academic rigor—48+ publications and 1,590+ citations—with hands-on engineering expertise deploying optimized models on Jetson, ARM, and other edge platforms using TensorRT, TVM, and OpenVINO. At KETI he leads sensor-fusion projects for vertical farming and assistive robots, while prior roles include a research professorship advancing NAS, pruning, and knowledge distillation for practical edge inference. Known for pragmatic benchmarking across diverse inference stacks, he has deep experience translating research into deployable pipelines and vehicle black-box integrations. Fluent in four languages and an experienced educator and peer reviewer, he pairs international collaboration with strong mentorship and outreach. A less obvious strength is his long track record of cross-platform optimization work—benchmarking and shipping CV models across NCNN, Tengine, and ARM compute libraries—which makes him especially effective at squeezing state-of-the-art models into constrained edge environments.
9 years of coding experience
11 years of employment as a software developer
ISC, Science, ISC, Science at Tribhuvan UniversityBachelor of Engineering - BE, Computer Engineering, 3.43/4.0, Bachelor of Engineering - BE, Computer Engineering, 3.43/4.0 at Pokhara UniversityDoctor of Philosophy - PhD, Computer Science and Engineering, 4.0/4.0, Doctor of Philosophy - PhD, Computer Science and Engineering, 4.0/4.0 at Jeonbuk National University
Nepali, English, Korean, Hindi
Github Skills (120)
opencv10
python10
image-processing10
mxnet10
pruning10
deep-learning10
armv710
caffe10
acl10
onnx10
model-compression10
darknet10
computer-vision10
high-performance10
vulkan10
Programming languages (5)
Github contributions (5)
ghimiredhikura/Eye-Color-Detection
Sep 2018 - Aug 2019
Contributions:23 commits, 24 pushes, 1 branch in 11 months
ghimiredhikura/Complex-YOLO
Aug 2019 - Dec 2019
Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet
Contributions:1 release, 14 commits, 30 pushes in 4 months
pytorchcomplex-yolopoint-cloudsobject-detectioncomputer-vision
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