Prateek Singh

Prateek Singh Email and Phone Number

ML Scientist @ JPMorgan | Graduate Researcher in ML and AI @ CMU @ JPMorgan Chase & Co.
Prateek Singh's Location
New York, New York, United States, United States
Prateek Singh's Contact Details

Prateek Singh work email

Prateek Singh personal email

n/a
About Prateek Singh

I have implemented deep learning and NLP systems (๐—พ๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป-๐—ฎ๐—ป๐˜€๐˜„๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด, ๐—ถ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น, ๐˜๐—ฒ๐˜…๐˜-๐˜€๐˜‚๐—บ๐—บ๐—ฎ๐—ฟ๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป), speech recognition, computer vision.I am also interested in statistical ML, neuroscience and quantum-computing.

Prateek Singh's Current Company Details
JPMorgan Chase & Co.

Jpmorgan Chase & Co.

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ML Scientist @ JPMorgan | Graduate Researcher in ML and AI @ CMU
Prateek Singh Work Experience Details
  • Jpmorgan Chase & Co.
    Senior Associate- Machine Learning Scientist
    Jpmorgan Chase & Co. Jul 2021 - Present
    New York, Ny, Us
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  • Carnegie Mellon University
    Graduate Teaching Assistant
    Carnegie Mellon University Aug 2020 - May 2021
    Pittsburgh, Pa, Us
    ๐—ค๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป-๐—”๐—ป๐˜€๐˜„๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด (๐—ฆ๐—ฝ๐—ฟ๐—ถ๐—ป๐—ด ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿญ)๐—–๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ (๐—™๐—ฎ๐—น๐—น ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฌ)- Created course modules on question-answering systems over the SQuAD dataset.Techniques: information-theoretic Tf-Idf, logistic regression and neural architecture.- Designed a project to predict ratings from the Amazon product reviews.๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฆ๐—ฒ๐—บ๐—ถ๐—ป๐—ฎ๐—ฟ (๐—™๐—ฎ๐—น๐—น ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฌ)- Curated research in applied ML and data science.
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  • Carnegie Mellon University
    Graduate Research Assistant
    Carnegie Mellon University Jan 2020 - May 2021
    Pittsburgh, Pa, Us
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  • Medallia
    Machine Learning Intern In Speech Recognition
    Medallia Jun 2020 - Aug 2020
    Pleasanton, California, Us
    Built a language-identification system, between English and French, for the Canadian market using x-vectors embeddings.- Accelerated the training pipeline by 35x reducing the training time from 40 hrs to ~1 hr.- Analyzed the speech dataset to alleviate skews, lowering the model error rates.
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  • Neva Innovation Labs
    Machine Learning Engineer
    Neva Innovation Labs May 2018 - Jul 2018
    Bangalore, Karnataka, In
    Created ๐’Ž๐’†๐’„๐’‰๐’‚๐’๐’Š๐’”๐’Ž๐’” for quantifying driving skills of cab drivers with CNN based pipelines. - Modules included: face detection, head-pose estimation and blink rate detection.- Optimized the performance of the pipelines on low-power devices like Raspberry-pi, achieving a framerate of 25 fps.
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  • Sniffer Inc.
    Software Developer, Intern
    Sniffer Inc. Dec 2016 - Jan 2017
    Enhanced the user-experience based on end-user testimonials, by redesigning the website in Angular JS and Bootstrap.- Reduced the load-time of most frequented web-pages by optimizing the data exchange between the backend and the frontend.
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Prateek Singh Education Details

  • Carnegie Mellon University
    Carnegie Mellon University
    Masters Of Computational Data Science
  • Vellore Institute Of Technology
    Vellore Institute Of Technology
    Computer Science
  • Delhi Public School Ghaziabad Vasundhara
    Delhi Public School Ghaziabad Vasundhara

Frequently Asked Questions about Prateek Singh

What company does Prateek Singh work for?

Prateek Singh works for Jpmorgan Chase & Co.

What is Prateek Singh's role at the current company?

Prateek Singh's current role is ML Scientist @ JPMorgan | Graduate Researcher in ML and AI @ CMU.

What is Prateek Singh's email address?

Prateek Singh's email address is pr****@****ase.com

What schools did Prateek Singh attend?

Prateek Singh attended Carnegie Mellon University, Vellore Institute Of Technology, Delhi Public School Ghaziabad Vasundhara.

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