Ercan Serteli is a Lead Full Stack Engineer based in Istanbul with a decade of experience designing and operating production systems that span image management, AI infrastructure, and education platforms. He combines hands-on backend and DevOps skills—especially AWS, Linux, Flask, and MySQL—with low-level C++ computer vision work and PyTorch-driven ML from his academic research. His background includes building telepathology tools and real-time collaboration systems, plus research on deep representation learning and robotics that informs robust model and architecture choices in product settings. At ViraSoft he moved vision algorithms into scalable services, and at Koç University he bridged teaching and research, implementing ROS and Point Cloud Library solutions. Comfortable across the full stack and research-to-production lifecycle, he also maintains personal projects on GitHub that showcase his blend of systems, ML, and vision work.
10 years of coding experience
3 years of employment as a software developer
Master of Science - MS Computer Science and Engineering, Master of Science - MS Computer Science and Engineering at Koç University
Lisans Derecesi Bilgisayar Mühendisliği, Lisans Derecesi Bilgisayar Mühendisliği at Istanbul Technical University
Condenser allows you to extract speech audio from video files, based on subtitle timings. By omitting the audio outside of speech, it increases the language per second that you are getting exposed to.
Contributions:5 releases, 13 commits, 6 PRs in 2 years 6 months
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Ercan Serteli - Lead Full Stack Engineer at Virasoft Corporation