Aishwarya Naresh Reganti
Tech Lead @ AWS - Lecturer - Advisor - Researcher - Speaker - Investor - CMU LTI Alumni -
🌟 About:
I am an Applied Science Tech Lead at the AWS Generative AI Innovation Center (GenAIIC), where I collaborate with organizations to explore and implement generative AI solutions to enhance their operations. Before this, I led large-scale projects in Amazon's Search Science and AI Org, focusing on improving search quality, trust, and recommendations.
📚 Publications & Research:
Large Scale Graph Neural Networks for Social Media Applications
Multimodal Summarization for Diverse Content Types
Human-Centric Machine Learning
Artificial Social Intelligence: Theory and Applications
Code-Mixing Challenges in NLP
Machine Translation for Low-Resource Languages
🎤 Specialties:
My work spans a variety of areas within ML, including graph neural networks, machine translation, social media analysis, and multimodal learning. I mentor students, contribute as a reviewer for conferences like ACL and NeurIPS, and collaborate with leading institutions such as Stanford, Microsoft Research, and University of Michigan.
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