Jarno Ralli
Founder Deep Learning Computer Vision Consulting at Einherjar Consulting Ltd.
Helsinki, Finland
Summary
👤
Senior🎓
Top SchoolJarno Ralli is a PhD-trained computer vision scientist and founder specializing in deep learning and productizing advanced visual analytics across automotive, 3D scanning, and industrial domains. With over a decade of hands-on experience building teams and shipping production-grade systems—from inside-out SLAM for AR headsets to glasses-free 3D HUD prototypes—he bridges research and engineering to lower TCO and accelerate time-to-market. He has led research and engineering organizations of up to 40 people, driven technical due diligence for major funding rounds, and delivered measurable wins like improved FRVT rankings and a 30% customer TCO reduction. Equally comfortable coding C++ and deploying full-stack backends with Django, PostgreSQL and vector databases, Jarno blends rigorous academic grounding with pragmatic product delivery. Based in Helsinki, he now consults on deep learning and computer vision strategy, often turning synthetic-data research into deployable camera-calibration and distortion-prediction solutions.
12 years of coding experience
19 years of employment as a software developer
Ph.D, Computer Vision, Ph.D, Computer Vision at Universidad de GranadaM.Sc, Information Technology, M.Sc, Information Technology at LUT UniversityB.Sc, Industrial automation, B.Sc, Industrial automation at JAMK University of Applied Sciences
Finnish, English, Spanish
Github Skills (30)
gstreamer9
deepstream9
efficientnet9
backbone9
val9
3d-reconstruction8
re-identification8
resnet8
image-processing7
factory-pattern7
camera7
cpp7
python6
pattern6
deep-learning5
Programming languages (5)
Github contributions (5)
JarnoRalli/gstreamer-examples
Dec 2022 - Mar 2025
This repository showcases how to create image processing pipelines using GStreamer, DeepStream and other technologies.
Contributions:47 PRs, 45 pushes, 46 branches in 2 years 3 months
deepstreamgstreamerdeep-learninghailo8image-processing
JarnoRalli/python_camera_library
Feb 2021 - Nov 2021
A simple Python based pinhole camera library that implements forward- and back-projection, 3D reconstruction etc.
Contributions:1 review, 7 commits, 18 PRs in 9 months
camerapython3d-reconstructionpinhole-camerapython3
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