Yigithan Yigit

lighting fast inference @fal | GSoC ’24 @FFmpeg @Netflix

İzmir, Türkiye

About

Future is compilers!

Experience

  • Software engineer, Inference at fal
    Mar 2025 - Present · 1 yr 4 mos

    Making inference lighting fast for everyone! Holding inference speed records for Flux.1 & Flux.2 klein and various other models Like a normal distribution with high std dev, doing everything, everywhere, all at once. But mostly inference optimization and writing ml compiler.

  • Software Developer at Netflix
    Apr 2024 - Sep 2024 · 6 mos

    Related with Google Summer Of Code https://github.com/yigithanyigit/vmaf/tree/gsoc-dev-v2

  • Google Summer Of Code Contributor @FFmpeg @Netflix at Google Summer of Code
    Mar 2024 - Sep 2024 · 7 mos

    Video Multimethod Assessment Fusion shortly VMAF is a video quality measuring tool developed by Netflix, University of Southern California, Nantes Université, The University of Texas at Austin. VMAF uses existing image quality metrics and other features to predict video quality in range 0 to 100, 0 worst 100 is the best quality. Project aims to enhance current implementation of the libvmaf filter in FFmpeg, which calculates the Video Multimethod Assessment Fusion (VMAF) for a video. The objective is to adapt the filter to propagate VMAF scores into AVFrame metadata and aligning it with other video quality filters in FFmpeg (PSNR, SSIM). • Developed a thread-safe API for vmaf(https://github.com/Netflix/vmaf) for propagating metadata when all metrics are calculated. • Implemented a queue-like thread-safe data structure that makes possible to propagate metadata to callback. • Implemented Unit-tests for API I am working with 2 different mentors from USA(Netflix), Germany(FFmpeg) huge thanks to them.

  • Founder, Developer at SwipeTag
    May 2023 - Nov 2023 · 7 mos

    • Digital Business card application that allows you change instantly your personal information, social medias without printing new business card. • Developed In one-week from scratch, actively used at 30+ person. • At Front-End React.Js, TailwindCSS, React-Router used. • At Back-End Gunicorn, Django, Django-Cors, Django-Rest, SQLite used. Ready to deploy with MySQL or other SQL clients thanks to Django. • Implemented full CRUD functionality through the Django back-end and React front-end, allowing users to create, read, update, and delete their digital business cards seamlessly. • Ensured secure authentication using JWT (Json Web Token) for enhanced data protection. • Successfully deployed the Swipetag app to an Azure Ubuntu Virtual Machine, leveraging Nginx as a Reverse-Proxy for optimal performance. Links • https://github.com/yigithanyigit/digicard-frontend • https://github.com/yigithanyigit/digicard

  • Full Stack Game Developer at Roblox
    Jun 2022 - Jan 2023 · 8 mos

    • Preparing, Conceptualizing and Coding of any game infrastructure with Lua • Conceptualizing and Coding of in-game transactions • UI/UX design • Games that I contributed Find The Chomiks (30M visit) Egg Farm Simulator