Agneev Guin
Research Engineer at Volkswagen Group
Wolfsburg, Lower Saxony, Germany
Summary
👤
Senior🎓
Top SchoolAgneev Guin is a research engineer with a decade of experience building perception and fleet-level decision systems for autonomous and heavy-duty vehicles, currently exploring intersections of quantum computing and deep learning at Volkswagen Group Research in Wolfsburg. He has led cross-brand initiatives between Scania and Volkswagen to transfer sensor fusion, perception, and planning concepts from passenger cars to heavy vehicles, and has hands-on expertise in LIDAR/camera calibration, panoptic segmentation, and real-time perception stacks. His recent work applies algorithm-inspired optimization to large-scale routing, scheduling and real-time decision making for intelligent mobility systems, balancing accuracy, latency and safety for deployable vehicle platforms. Comfortable bridging academic research and production constraints, he combines doctoral-level study in networking and telecoms with practical deployments on platforms like NVIDIA DRIVE PX2 and ROS-based systems. An automation enthusiast, Agneev brings a rare mix of low-level sensor integration experience and high-level algorithm design, and he’s actively pushing quantum-AI approaches toward more efficient, eco-friendly fleet automation.
10 years of coding experience
3 years of employment as a software developer
Self Driving Car Engineer Nanodegree, Self Driving Car Engineer Nanodegree at UdacityMaster's degree, Systems, Control and Robotics, Master's degree, Systems, Control and Robotics at KTH Royal Institute of TechnologyBachelor's Degree, Instrumentation and Control Engineering, Bachelor's Degree, Instrumentation and Control Engineering at SRM IST ChennaiUPC Universitat Politècnica de CatalunyaHigh School, High School at Ahlcon International School
English, Hindi, Bengali, Swedish, German
Github Skills (55)
python8
deep-learning8
gpu8
segmentation8
machine-learning8
apollo8
controller8
realtime8
sensor7
foundation7
pytorch7
openmmlab7
self-driving-car7
embedded7
computer-vision6
Programming languages (6)
Github contributions (5)
rdhelli/CarND-Capstone
Apr 2019 - May 2019
Contributions:22 commits, 27 pushes, 1 branch in 16 days
agneevguin/Firmware
Jul 2016 - Jul 2016
Contributions:2 pushes, 1 branch in 1 day
autopilotpx4raspberry-pi
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