Deep Pandey

Deep Pandey Email and Phone Number

Applied Scientist @ Amazon
Rochester, NY
Deep Pandey's Location
Rochester, New York, United States, United States
Deep Pandey's Contact Details

Deep Pandey work email

Deep Pandey personal email

n/a
About Deep Pandey

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.

Deep Pandey's Current Company Details
Amazon

Amazon

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Applied Scientist
Rochester, NY
Website:
amazon.com
Employees:
734811
Deep Pandey Work Experience Details
  • Amazon
    Applied Scientist
    Amazon
    Rochester, Ny
  • Rochester Institute Of Technology
    Graduate Research Assistant
    Rochester Institute Of Technology Aug 2019 - Oct 2024
    Rochester, Ny, Us
    Dissertation 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.
  • Amazon
    Applied Scientist Intern
    Amazon May 2024 - Aug 2024
    Seattle, Wa, Us
    Worked 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.
  • Interdigital, Inc.
    Intern, Deep Learning For Image And Video Processing
    Interdigital, Inc. May 2023 - Aug 2023
    Wilmington, De, Us
    Summer 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

  • Rochester Institute Of Technology
    Rochester Institute Of Technology
    Computing And Information Sciences
  • Pulchowk Campus
    Pulchowk Campus
    Electronics 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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