Berker Logoglu, Phd Email and Phone Number
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Technology leader with 18 years of experience in computer vision, machine learning, and robotics,specializing in delivering advanced autonomous systems from conception to deployment. Track recordof building and mentoring high-performing engineering teams and delivering cutting-edge autonomysolutions.• Over 8 years of experience leading and growing large engineering teams; currently managing fourteams (Perception, Localization & Mapping, Sensor Fusion, Motion Planning & Control) consistingof 30+ engineers.• PhD in 3D object recognition with 18 years of professional experience in Computer Vision and ML.• Architected and led the development of UGV and USV autonomy systems, overseeing full-stackautonomy solutions (perception, localization, mapping, planning, control, multi-sensor integration,and real-time embedded processing), ensuring alignment with customer needs.• Led the development of autonomy algorithms for UGV and USV projects from scratch, overseeingmultiple projects that are in the final stages of delivery to customers.• Extensive expertise in perception and navigation algorithms such as Lidar-Inertial Odometry, SLAM,LIDAR-based drivable area and traversability analysis, 3D environmental mapping, obstacle detection,and deep learning-based 2D/3D object detection/classification.• Broad experience in developing computer vision and AI solutions for UAVs and surveillance systems,integrating advanced perception, detection, and tracking capabilities.• Extensive experience with embedded AI platforms (8+ years with Nvidia Jetson) and wide rangeof robotic sensors (RGB/RGB-D/NIR/LWIR/MWIR cameras, mechanical and solid-state LIDARs,automotive RADARs, IMUs, INSs).
Kuartis Technology And Consulting
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Head Of Computer Vision, Machine Learning And RoboticsKuartis Technology And ConsultingAnkara, Turkey -
Head Of Computer Vision, Machine Learning And RoboticsKuartis Technology And Consulting Aug 2019 - PresentÇankaya, Ankara, Tr• Building and directing a department of 30 engineers across four specialized teams: Perception, Localization & Mapping, Sensor Fusion,and Motion Planning & Control.• Establishing and implementing technical leadership initiatives, including recruitment, performance reviews, team development, andresource allocation, ensuring efficient project delivery and team success.• Driving the transition from research to production by setting the technical direction, developing innovative algorithms, and creatingcomprehensive technical roadmaps.• Orchestrating strategic planning and execution of multiple autonomous system projects, ensuring collaboration between technicalteams, alignment with business objectives, and end-to-end delivery from conception to deployment.• Directing Computer Vision, Machine Learning, and Robotics efforts on autonomous off-road driving and Advanced Driver AssistanceSystems (ADAS) projects, including sensor selection, calibration, perception, sensor fusion, localization/mapping (SLAM), and motionplanning. – Specialized in perception algorithms such as SLAM, LIDAR-based drivable area and traversability analysis, environmental mapping,obstacle detection, and deep learning-based 2D/3D object detection. – Leading technical efforts for both defense-related and commercial clients.• Directing Computer Vision, Machine Learning, and Robotics initiatives for autonomous marine Unmanned/ -
Machine Learning ResearcherCookpad Aug 2018 - Aug 2019Bristol, Avon, GbWorked on “object detection” and “action recognition” tasks in recipe videos and food/kitchen images. -
Remote Sensing And Computer Vision Group LeaderStm Sep 2017 - Aug 2018Ankara, Çankaya, Tr•Led a team of 7 computer vision engineers to develop various computer vision algorithms for mini UAVs (i.e. MAVs and drones) using Nvidia Jetson TX1/TX2.•Led and developed “moving object/target detection from (monocular) moving camera” using multi-view computer vision techniques such as multiple-view geometric constraints and structure from motion.•Led and developed fast, robust “visual object tracking” algorithms.•Led and contributed to the development of real-time object detection algorithms using convolutional deep neural networks. -
Senior (Computer Vision) Software EngineerStm Apr 2016 - Sep 2017Ankara, Çankaya, TrWorking in Autonomous Systems group. Developed "Moving Object/Target Detection" and " Object Tracking" algorithms for mini drones using Nvidia Tegra (Jetson TX1 and TX2) solutions. -
Technical LeadArgela Technologies Mar 2013 - Mar 2016Istanbul, TrLeading ARGELA’s contribution in European Union FP7 project ForgetIT (https://www.forgetit-project.eu/)Also worked on:- Inter-Cell Interference Coordination (ICIC) for LTE Systems- Enhanced Inter-Cell Interference Coordination (eICIC / feICIC) for LTE-A HetNets. -
Senior R&D SpecialistTurk Telekom Dec 2012 - Mar 2013Ankara, TrLed Turk Telecom's technical contribution in European Union FP7 project ForgetIT (https://www.forgetit-project.eu/) -
ResearcherThe Scientific And Technological Research Council Of Turkey Apr 2006 - Dec 2012Ankara, Tr• Researched and implemented the “Video Shot Boundary Analysis” module of the SKAAS project (http://uzay.tubitak.gov.tr/en/uydu-uzay/rtuk-skaas).• Researched and implemented the “Query by Example Video” module of the SKAAS project which was a content based retrieval system for the vast video database of Radio Television Supreme Council of Turkey.• Contributed to the MPEG-7 feature extraction module of the KAVTAN project which was an audio-visual semantic concept detection project (http://uzay.tubitak.gov.tr/en/uydu-uzay/kavtan).• Researched and implemented the “Human Detection” module of the KAVTAN project which includes multi-view face detection, human detection and gender classification.
Berker Logoglu, Phd Skills
Berker Logoglu, Phd Education Details
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Orta Doğu Teknik Üniversitesi / Middle East Technical UniversityInformation Systems -
Orta Doğu Teknik Üniversitesi / Middle East Technical UniversityElectrical & Electronics Engineering -
Orta Doğu Teknik Üniversitesi / Middle East Technical UniversityElectrical & Electronics Engineering
Frequently Asked Questions about Berker Logoglu, Phd
What company does Berker Logoglu, Phd work for?
Berker Logoglu, Phd works for Kuartis Technology And Consulting
What is Berker Logoglu, Phd's role at the current company?
Berker Logoglu, Phd's current role is Head of Computer Vision, Machine Learning and Robotics.
What is Berker Logoglu, Phd's email address?
Berker Logoglu, Phd's email address is be****@****ail.com
What is Berker Logoglu, Phd's direct phone number?
Berker Logoglu, Phd's direct phone number is +151478*****
What schools did Berker Logoglu, Phd attend?
Berker Logoglu, Phd attended Orta Doğu Teknik Üniversitesi / Middle East Technical University, Orta Doğu Teknik Üniversitesi / Middle East Technical University, Orta Doğu Teknik Üniversitesi / Middle East Technical University.
What are some of Berker Logoglu, Phd's interests?
Berker Logoglu, Phd has interest in Travelling, Cars, Hi Fi Audio.
What skills is Berker Logoglu, Phd known for?
Berker Logoglu, Phd has skills like Image Processing, C++, Computer Vision, Pattern Recognition, Machine Learning, Matlab, Algorithms, Opencv, 3d Computer Vision, Signal Processing, Software Engineering, Object Oriented Design.
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