Ahmet Özlü

I have expertise on object detection/tracking/counting, facial image analysis, augmented reality and image segmentation. I have been developing the Computer Vision projects using both modern approaches via CNN models with TensorFlow and dlib and traditional Computer Vision algorithms via OpenCV and scikit-image. I have been developing REST API based cloud solutions for Computer Vision tasks such as cloud base face verification systems. My papers are about face recognition and computer vision: - https://ieeexplore.ieee.org/document/8404767/ - https://ieeexplore.ieee.org/document/8404549/

I have been designing&training DNN models with TenworFlow - Keras API. I have expertise in transfer learning, fine-tuning and training application specific CNN models from scratch! I have taken cs231n lecture: http://cs231n.stanford.edu/syllabus.html and I got all the details it has. I use OpenFace frameworks for face recognition&verification based systems. I have been developing "TensorFlow Object Counting API" which is an open source framework built on top of TensorFlow that makes it easy to develop object counting systems and it has many stars on GitHub: https://github.com/ahmetozlu/tensorflow_object_counting_api I have been developing object detection/tracking/counting systems, face recognition&verification (OpenFace) systems and image segmentation tasks. Moreover, I have been working on time series analysis via Deep Learning techniques. I can develop any Deep Learning based requirement and integrate it with the cloud structure. Also I have very strong theoretical background of the Deep Learning!

I have a quite strong theoretical and practical background in Machine Learning. I have been implementing and developing the projects with the most popular Machine Learning classifiers such has Support Vector Machines, and with the most popular data preprocessing techniques such as LDA&PCA and so on. I have excellent background in application specific training for classification&regression based Machine Learning models with the features are extracted from the desired data! I have been integrating my implemented and developed Machine Learning classification&regression models to the cloud systems for analyzing and interpreting the real time data!

I have been developing web based projects mainly with REST API. I have been using spring boot (java) and web API (c#) for developing RESTful web services. I have been using Swagger as a documentation tool. Using Maven as dependency management tool, git for version control, Jenkins for Continuous Integration and JBoss as deployment tool.

I have been developing most of my projects on python. I have expertise in algorithm development, data mining, computer vision, machine learning, REST API (flask) and so on.

I have expertise in developing back-end services and applications on java. I love spring boot framework and also love coding in java!

I have been developing native applications on c++ for more than 4 years! I have been developing image processing based applications on c++ with OpenCV library!