Aayush Mishra
Graduate Student
Baltimore, Maryland, United States
Summary
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Senior🎓
Top SchoolAayush Mishra is a PhD candidate at Johns Hopkins with nine years of industry and research experience building robust, explainable, and efficient machine learning systems. He has applied ML to product ranking and query understanding at Microsoft, led verification and synthetic-data research for autonomous systems at Siemens, and worked on efficient LoRA during a research internship at Adobe. His expertise spans model explanation, neural network falsification, GAN-based synthetic data, and practical ML optimization for edge and production settings. Based in Baltimore, he blends deep academic rigor with hands-on product impact, often focusing on surprising or adversarial inputs to improve model safety and reliability.
9 years of coding experience
Johns Hopkins UniversityBachelor of Technology Computer Science and Engineering, Bachelor of Technology Computer Science and Engineering at Indian Institute of Technology, Mandi
English, HindiGithub contributions (5)
aamixsh/VStegNET
Apr 2019 - Nov 2022
Contributions:7 commits, 6 pushes, 1 branch in 3 years 7 months
aamixsh/aamixsh.github.io
Feb 2022 - Mar 2025
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:48 pushes, 1 branch in 3 years 1 month
templategithub-pages-templatemmistakesmistakesjekyll
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