Naeem Iqbal
Machine Learning Researcher at DFKI GmbH
Osnabrück, Lower Saxony, Germany
Summary
👤
Senior🎓
Top SchoolNaeem Iqbal is a machine learning researcher with nine years of experience focused on generating production-ready AI solutions using synthetic, rendering- and generative-AI-based training data to avoid costly manual annotation. Currently a PhD student and researcher at DFKI in Osnabrück, he builds perception models and MLOps pipelines for autonomous agricultural systems (Thorvald, Lero) and evaluates sensor–algorithm trade-offs for real-world deployment. His work spans LiDAR sim-to-real style transfer, automated edge deployment, and end-to-end data lifecycle automation, consistently saving teams hundreds to thousands of labeling hours. Comfortable bridging academia and industry, he brings a pragmatic engineering focus to research problems in agriculture, autonomous driving, and robot navigation.
9 years of coding experience
Master's degree, Media technology, 2.00, Master's degree, Media technology, 2.00 at Technische Universität IlmenauBachelor of Engineering - BE, Electrical and Electronics Engineering, Bachelor of Engineering - BE, Electrical and Electronics Engineering at University of Engineering and Technology, Lahore
Github Skills (82)
unreal-engine-410
simulator10
annotations10
vision-transformer10
faster-rcnn10
ros10
labeling10
imagenet10
object-detection10
deep-reinforcement-learning10
computer-vision10
semantic-segmentation10
quality-assurance10
image-annotation10
image-labeling10
Programming languages (5)
Github contributions (5)
niqbal996/detectron2
Dec 2020 - May 2025
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
Contributions:34 pushes, 1 branch in 4 years 5 months
pytorchnext-generationdetectron2detectiondeep-learning
LALWeco/inference_ros2
Apr 2024 - Jul 2025
A ROS 2 based generic inference module
Contributions:1 review, 2 PRs, 49 pushes in 1 year 3 months
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