Vignesh Edithal
Senior Software Engineer GPU Profiling at AMD
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolVignesh Edithal is a Senior Software Engineer with eight years of experience specializing in GPU profiling and AI research, currently building and maintaining Python backends for profiling and benchmarking generative AI workloads on AMD data center GPUs. He blends production-grade systems engineering (DevOps, Kubernetes, Docker, Kafka) with applied ML research, having prototyped visual quality assessment and efficient retrieval-augmented generation during recent AI research roles. His background spans industry and academia—from building multimodal game event detectors with foundational vision models to teaching system programming at the University of Toronto—reflecting both hands-on implementation and pedagogical clarity. Vignesh holds an MS in Data Science from the University of Toronto and technical diplomas from IITs, which inform his data-driven approach to performance and model evaluation. He also maintains an active GitHub and public resume, signaling a preference for transparent, reproducible tooling in ML performance engineering. An under-the-radar strength is his cross-domain fluency: he moves comfortably between low-level performance profiling and high-level ML research, enabling pragmatic optimizations for production AI workloads.
8 years of coding experience
1 year of employment as a software developer
Bachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Indian Institute of Technology, PatnaMaster of Science - MS, Data Science major, Master of Science - MS, Data Science major at University of TorontoIndian Institute of Technology MadrasHigh School, PCM, High School, PCM at Modern Vidya NiketanKendriya Vidyalaya Sangathan
English, Telugu, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (16)
watermark5
visa5
tkinter5
git-repository4
digest4
loader4
appointment4
markdown3
pytorch2
machine-learning2
email-validation2
deep-learning2
mailgun2
python1
science1
Programming languages (5)
Github contributions (5)
edithal-14/edithal-14.github.io
Sep 2023 - Dec 2024
Personal page
Contributions:6 releases, 20 PRs, 38 pushes in 1 year 3 months
edithal-14/rdv-cnn
May 2018 - Jun 2020
Contributions:6 commits, 5 pushes, 1 branch in 2 years 1 month
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