Yigithan Yigit

Co-Founder

İzmir, Türkiye1 yr 7 mos experience
Most Likely To Switch

Key Highlights

  • Expert in ML compiler optimization.
  • Developed a digital business card application.
  • Contributed to VMAF video quality measurement tool.
Stackforce AI infers this person is a skilled software engineer with a focus on media and SaaS applications.

Contact

Skills

Core Skills

Ml CompilerPerformance BenchmarkingC++Parallel ComputingDjangoReact.jsLua

Other Skills

Multi-GPUKod Gözden GeçirmeGitMaking PizzaSleepingPyTorchGPUCUDAHigh-Performance Computing (HPC)Python (Programming Language)COpenGL Shading Language (GLSL)MySQLSQL

About

Future is compilers!

Experience

1 yr 7 mos
Total Experience
9 mos
Average Tenure
1 yr 1 mo
Current Experience

Fal

Software engineer, Inference

Mar 2025Present · 1 yr 1 mo

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

Netflix

Software Developer

Apr 2024Sep 2024 · 5 mos · Los Gatos, Kaliforniya, Birleşik Devletler · Remote

  • Related with Google Summer Of Code
  • https://github.com/yigithanyigit/vmaf/tree/gsoc-dev-v2
C++Kod Gözden Geçirme

Google summer of code

Google Summer Of Code Contributor @FFmpeg @Netflix

Mar 2024Sep 2024 · 6 mos · Remote

  • 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.
Parallel ComputingGit

Swipetag

Founder, Developer

May 2023Nov 2023 · 6 mos · İzmir, Turkey

  • 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
DjangoReact.js

Roblox

Full Stack Game Developer

Jun 2022Jan 2023 · 7 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
Lua

Education

Izmir Institute of Technology

Bachelor's degree — Computer Engineering

Sep 2020Sep 2025

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