Shreyas Kulkarni

Shreyas Kulkarni Email and Phone Number

Senior Applied Scientist @ Capital One
New York, NY, US
Shreyas Kulkarni's Location
Amherst, Massachusetts, United States, United States
Shreyas Kulkarni's Contact Details

Shreyas Kulkarni work email

Shreyas Kulkarni personal email

n/a
About Shreyas Kulkarni

Shreyas Kulkarni is a Senior Applied Scientist at Capital One. He is proficient in English and Hindi.

Shreyas Kulkarni's Current Company Details
Capital One

Capital One

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Senior Applied Scientist
New York, NY, US
Shreyas Kulkarni Work Experience Details
  • Capital One
    Senior Applied Scientist
    Capital One
    New York, Ny, Us
    View
  • Apple
    Machine Learning Intern
    Apple May 2024 - Aug 2024
    Cupertino, California, United States
    System Intelligence & Machine Learning (SIML)- Applied data science techniques to generate diverse, ethically sourced synthetic photorealistic face portraits using text-to-image diffusion models, improving generation yield from 40% to ∼85%.- Implemented a PoC for using a ControlNet for precise manipulation over facial attributes and expressions of the generated images, enhancing control and customization in generative models.
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  • Adobe
    Research Intern
    Adobe May 2023 - Sep 2023
    Real-time Systems Lab• Improved the memory efficiency and reduced the CoGS of Text-to-Image Diffusion models.• Used model distillation techniques for architectural compression to reduce the size of U-Net for Stable Diffusion models by 60%.• Reduced the GPU memory utilization for fine-tuning Stable Diffusion from 90% to 57% for Multi-Concept Customization of Text-to-Image Diffusion.
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  • National University Of Singapore
    Research Intern
    National University Of Singapore Sep 2019 - Aug 2020
    Singapore
    Designed verification systems using empirically obtained robustness certificates for Neural Networks against adversarial examples using Differential Privacy.
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  • Symantec
    Software Development Engineer
    Symantec Jul 2018 - Sep 2019
    Bengaluru, Karnataka, India
    Big Data Engineer in Data Ingestion and Analytics Team.• Developed automated framework with Kafka, Storm, Spark and various other Big Data tools for real-time data validation to build a centralized data lake for security data.• Created an internal library for application teams to run live SQL queries on high-volume Kafka streams using Spark SQL Structured Streaming.
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  • Hanyang University
    Research Assistant At Computer Vision Lab
    Hanyang University May 2017 - Jul 2017
    Ansan, Gyeonggi-Do, Korea
    Proposed a novel approach for improving performance of General Type-2 FCM algorithm by adaptively computing data dependent fuzzifier for alpha-planes of General Type-2 Fuzzy sets.
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Shreyas Kulkarni Education Details

Frequently Asked Questions about Shreyas Kulkarni

What company does Shreyas Kulkarni work for?

Shreyas Kulkarni works for Capital One

What is Shreyas Kulkarni's role at the current company?

Shreyas Kulkarni's current role is Senior Applied Scientist.

What is Shreyas Kulkarni's email address?

Shreyas Kulkarni's email address is sh****@****obe.com

What schools did Shreyas Kulkarni attend?

Shreyas Kulkarni attended University Of Massachusetts Amherst, Indian Institute Of Technology, Guwahati, Indian Institute Of Technology, Guwahati, Indian Institute Of Technology, Guwahati.

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