Aaditya Singh
Research Engineer II at Amazon Web Services (AWS)
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolAaditya Singh is a research engineer at AWS AI with eight years of experience building scalable ML systems and multimodal LLM solutions, currently working on model consolidation for Bedrock Data Automation. He has driven production launches across multimedia evaluation, content moderation, and face-liveness defenses by designing scalable inference, benchmarking, and data pipelines that operate at tens of millions of images or hundreds of thousands of generated videos. Trained at IIT Kanpur and Georgia Tech (4.0 GPA), he blends rigorous academic research—published and presented work on style transfer and emotion-cause extraction—with hands-on engineering at IBM and Samsung. Aaditya’s strengths lie in taking research ideas to production: automating evaluation with LLMs, cost-efficient streaming pipelines, and large-scale synthetic data generation. Based in Seattle, he’s comfortable at the intersection of research, systems engineering, and product launches, often contributing solutions that are both resource-efficient and benchmark-driven.
8 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Computer Science, 4.0/4.0, Master of Science - MS, Computer Science, 4.0/4.0 at Georgia Institute of TechnologyIndian Institute of Technology Kanpur
Hindi, English
Stackoverflow
21reputation
7kreached
1answer
0questions
Github Skills (12)
neural-style-transfer10
style-transfer8
pytorch7
computer-vision7
xcode6
deep-learning6
io6
siamese-network5
algorithm3
cpp2
data-structures2
visual-recognition1
Programming languages (2)
Github contributions (5)
Aaditya-Singh/SAFIN
Mar 2021 - Nov 2021
Code for the ICME 2021 paper "SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance Normalization"
Contributions:5 commits, 5 pushes, 1 branch in 8 months
style-transferpytorchdeep-learningneural-style-transfercomputer-vision
Aaditya-Singh/Rainfall-Prediction
Jan 2018 - Aug 2021
Contributions:3 pushes, 2 branches in 3 years 7 months
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