Deep Pandey work email
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Deep Pandey personal email
I'm a sixth-year Ph.D. student at Rochester Institute of Technology, Rochester, NY. I’m interested in research towards Uncertainty-Aware Deep Learning models that are trustworthy and that can be safely deployed in real-world problems.
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Applied ScientistAmazonRochester, Ny
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Graduate Research AssistantRochester Institute Of Technology Aug 2019 - Oct 2024Rochester, Ny, UsDissertation Title: Uncertainty-aware Meta Learning for Learning from Limited Data (Dissertation proposal completed on Nov 2023)- Working on addressing challenges with few-shot learning problems. Working to ensure the developed models are trustworthy, especially in challenging scenarios.- Developed novel uncertainty-aware deep learning and meta-learning models to address the challenges with learning from limited data.- Multiple top tier publications at conferences including first author publications at NeurIPS, ICML, CVPR, and AAAI. Additional works under submission. -
Applied Scientist InternAmazon May 2024 - Aug 2024Seattle, Wa, UsWorked on developing personalized recommendation models. Improved coverage of recommendations by over 10% and converted coverage by around 3%, that can enhance user engagement and content discovery.
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Intern, Deep Learning For Image And Video ProcessingInterdigital, Inc. May 2023 - Aug 2023Wilmington, De, UsSummer Internship:- Worked on Blind Face Restoration Problem using Generative AI model (VQ-GAN/Transformer based CodeFormer model)- Developed novel uncertainty-aware deep learning framework for the benchmark model to address the key issues. The novel model improved the quality and trustworthiness of recovered high-quality images.- A patent has been filed for the application of the novel design in wireless technologies. Also, key parts of the work have been complied and submitted to a journal.
Deep Pandey Education Details
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Rochester Institute Of TechnologyComputing And Information Sciences -
Pulchowk CampusElectronics And Communications Engineering
Frequently Asked Questions about Deep Pandey
What company does Deep Pandey work for?
Deep Pandey works for Amazon
What is Deep Pandey's role at the current company?
Deep Pandey's current role is Applied Scientist.
What is Deep Pandey's email address?
Deep Pandey's email address is dp****@****rit.edu
What schools did Deep Pandey attend?
Deep Pandey attended Rochester Institute Of Technology, Pulchowk Campus.
Who are Deep Pandey's colleagues?
Deep Pandey's colleagues are Klaudia Horváth, Little Princess, Tony Naquin, Sara Sanna, Shubhankar Sharma, Sreerag U, Rashmi Mg Rashmi Mg.
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