Kerem Yildirir
IT Consultant
About me
Hello, I’m Kerem Yıldırır and this is my personal page. I work as an IT Consultant at Netlight Consulting, specializing in Cloud/DevOps, MLOps. My background includes several Computer Vision applications. Below are some of the exciting projects I have worked on, feel free to check them out!
On my free time, I enjoy tinkering with Linux systems, experimenting with specialty coffee, hiking, practicing my drumming and building mechanical keyboards.
Download my resumé as a PDF.
Experience
IT Consultant
Current engagement: Machine Learning, Cloud & Software Engineering @ a global leader in medical technology.
Part-Time Machine Learning Engineer
Trained and deployed multiple object detection solutions to different infrastructres ranging from cloud to edge devices.
Part-Time Computer Vision Engineer
Developed a high performance image segmentation and stats collection algorithm using CUDA and C++, enabling the processing of large datasets
Computer Vision Intern
Developed a 3D object detection and tracking pipeline on point clouds using only 2D data, enabling an autonomous agent to perceive its surroundings in real time.
Undergraduate Research Assistant
Worked as an Undergraduate Research Assistant at VERIM (Centre of Excellence in Data Analytics) during my graduation project period, working on Plant Disease Identification. Additionally gave a seminar on using HPC and Python modules & frameworks for Deep Learning and participated in Plant Identification contest with 10000 classes.
Summer Research Intern
Worked at CVSSP (Center of Vision, Sound and Signal Processing) and developed an ensemble of weak learners for plant classification. Achieved comparable results to state of the art deep learning methods.
Undergraduate Researcher in PURE(Program for Undergraduate Research)
Worked on many high performance computing projects and gained hands-on research experience on parallel computing.
Projects
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