Arnav Kundu
Senior Machine Learning Engineer at Apple
Cupertino, California, United States
Summary
👤
Senior🎓
Top SchoolArnav Kundu is a Senior Machine Learning Engineer with 10 years of experience designing and shipping production-grade ML systems, currently building next-generation foundation models and multimodal interactions for edge devices at Apple in Cupertino. His background spans applied research and engineering—from ultra low-memory keyword spotting and distributed TensorFlow optimizations that cut training time by 90%, to noise-robust speech enhancement work at NVIDIA and grid-security research during his MS at Texas A&M. He blends rigorous academic foundations in electrical and computer engineering with hands-on product impact, having driven measurable improvements in production models and marketing analytics earlier in his career. Known for squeezing efficiency out of constrained environments, he often trades compute and memory for smarter model and infrastructure design. Beyond the office, he describes his craft as “combining a bunch of 0s and 1s to understand the universe,” reflecting a curiosity-driven approach to AI systems.
10 years of coding experience
7 years of employment as a software developer
Master of Science - MS, Electrical and Computer Engineering, 3.75, Master of Science - MS, Electrical and Computer Engineering, 3.75 at Texas A&M UniversityBachelor of Technology (B.Tech.), Electrical and Electronics Engineering, 3.36, Bachelor of Technology (B.Tech.), Electrical and Electronics Engineering, 3.36 at National Institute of Technology Karnataka
Hindi, Bengali, English
Stackoverflow
1reputation
0reached
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Github Skills (14)
speech9
ctc9
speech-to-text8
natural-language-processing7
speech-synthesis7
nlp7
speech-recognition6
translation5
neural-machine-translation5
pytorch5
machine-translation5
deep-learning4
language-model3
seq2seq3
Programming languages (3)
Github contributions (5)
arnav1993k/OpenSeq2Seq
Feb 2019 - Apr 2019
Toolkit for efficient experimentation with various sequence-to-sequence models
Contributions:68 pushes, 9 branches in 2 months
sequenceexperimentationsequence-modelssequence-to-sequence-modelsbioinformatics
arnav1993k/Denoising
Feb 2019 - Mar 2019
Contributions:28 commits, 2 PRs, 23 pushes in 8 days
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