Caner Karagüler

Accomplished Machine Learning and Computer Vision Engineer with 7+ years of experience leading projects by acting as architect, developer and team leader. Proficient in supporting project deliverables and maintaining releases. Strong leader in guiding support teams and solving complex issues. Steadfast in planning and implementing effective development strategies based on industry best practices.

• Https://github.com/canerkaraguler
• Https://pypi.org/user/cnrkrglr/
• Https://www.linkedin.com/in/caner-karag%C3%BCler-540b819b/

• DRONEQUBE Robotic UAV Station.
• The Botox Course Web site development.
• Mission plan generator from a 3D point cloud of a vineyard for detailed inspection.
• EasyWPML a python package for creating waylines and waypoint files for DJI enterprise drones.
• Realtime heat monitoring & fire detection using fiber-optic heat sensors and interrogator for industrial microwave oven.
• Custom frame grabber software for linux that supports GenICam and CameraLink.
• MVB Web Based Computer Vision Tool written in react & django.
• Medical dental fastener inspection with machine learning
• High precision dental pin positioning with image processing.
• Washing machine tube inspection in 3D point cloud with laser profile sensor.
• Battery inspection with image processing an ML.
• Hierarchical classification with self supervised vision transformer features.(Thesis)
• Image Processing and Machine Learning based Industrial sorting system(METSort)
• Predictive maintenance and system follow-up with PLC machine data (Cerberus).
• Predictive maintenance and system follow-up with PLC machine data (METWAVE).
• Web Based document sharing application written in django.
• EasyS7 a python package for communicating with Siemens S7 Series PLCs.
• Json2PascalVOC a python package to convert Json strings to PascalVOC format
• METSense Machine Learning Solution for automation systems.
• People and vehicle detection under working crane with deep learning.
• Car paint anomaly detection with deep learning.
• Customer Interest Analyzing with Deep Learning from security camera images.
• Visualization software for hyperspectral / multispectral data.
• Fabric anomaly detection with deep neural networks and image processing.
• Face Recognition System. (MTCNN + LBP + CNN)
• Deep multi-task predictor for age and gender prediction.
• Panorama stitching application (SIFT + Ransac + Geometric Error Minimization).
• Co-training with 2 CNN for face recognition.(Semi-supervised algorithm)
• Mario Tracker. A tracker project based on KLT feature tracking
• Web Service that works with Paraşüt API to automate company accounting operations.
• Online Web based purchase offer application.
• Mobile project management application for an automation company (Based on Redmine).
• Second place in the TUBITAK industry themed private sector project competition (Thesis project)
• Data analysis with Twitter API and Kandilli web scraping.
• Integrating DS18B20 sensors to Industrial machine PLC over RPi3 .
• BiTushla(An accounting software which the alpha version is released).
• Bill recognition using OCR and Deep Learning.
• Oncology Hospital Database Management System.

• Adaptive Vision Library and Studio
• Halcon SDK
• OpenCV
• Active Silicon SDK
• EBus SDK
• GenICam

• GigE
• CameraLink
• USB

• Line Scan
• Prism
• Monochrome
• CMOS
• 3CMOS
• Laser