Umang Gupta

Software Engineer

Mountain View, California, United States4 yrs 6 mos experience
Most Likely To Switch

Key Highlights

  • Ph.D. in Machine Learning with a focus on fairness and privacy.
  • Interned at top tech companies like Amazon and Morgan Stanley.
  • Strong expertise in AI for Good initiatives.
Stackforce AI infers this person is a Machine Learning Engineer with a strong focus on AI ethics and applications.

Contact

LinkedIn

Skills

Core Skills

Machine LearningDeep LearningNatural Language ProcessingWeb DevelopmentSoftware Engineering

Other Skills

Time Series AnalysisJavaScriptJavaFront-End DevelopmentNode.jsWeb ApplicationsGitGraphical User Interface (GUI)Medical DevicesVideo ProcessingLinux DesktopShell ScriptingResearch SkillsPyTorchLarge Language Models (LLM)

About

🚀 Ph.D. Grad | Machine Learning Enthusiast | AI for Good Advocate | 💡 Fairness & Privacy in ML | Interned at Amazon-Alexa AI & Morgan Stanley | Ex-SWE at Visa #ML #AI #Fairness #Privacy #TechInnovation Actively seeking a full-time role in the industry --- more at https://umgupta.github.io.

Experience

4 yrs 6 mos
Total Experience
2 yrs 3 mos
Average Tenure
2 yrs 7 mos
Current Experience

Google

Software Engineer

Nov 2023 – Present · 2 yrs 7 mos

Morgan stanley

Research Internship

Jun 2022 – Aug 2022 · 2 mos · Manhattan, New York, United States · On-site

  • Publications:
  • (Time Series Workshop at KDD 2023) https://openreview.net/pdf?id=RMnJxnLwGak
  • (UAI 2022) https://proceedings.mlr.press/v180/garg22a.html
  • Deep learning research internship in the Machine Learning Center of Excellence focused on time-series forecasting.

Wilo networks

ML Research And Development

Sep 2021 – Present · 4 yrs 9 mos

Amazon alexa

Applied Science Intern

May 2021 – Aug 2021 · 3 mos · Boston, Massachusetts, United States · Remote

  • Publication (ACL 2022): https://aclanthology.org/2022.findings-acl.55/
  • Studied biases in language model (e.g., GPT-2) outputs and devised a fair knowledge-distillation approach for reducing biases in large language models

Futurewei technologies, inc.

Research Intern

May 2018 – Aug 2018 · 3 mos · Santa Clara, California, United States · On-site

Visa

Sr. Software Engineer

Aug 2015 – Jul 2017 · 1 yr 11 mos · Bangalore · On-site

JavaScriptJavaFront-End DevelopmentNode.jsWeb ApplicationsGit+2

The university of british columbia, laboratory of computational intelligence

MITACS Globalink Research Intern

May 2014 – Jul 2014 · 2 mos · Vancouver, Canada Area · On-site

Amagi media labs

Intern

May 2013 – Jul 2013 · 2 mos · Bangalore, India · On-site

Sohum innovation lab

Intern

May 2012 – Dec 2013 · 1 yr 7 mos · Delhi · Remote

Hbcse - tifr

NIUS Research Intern

Dec 2011 – Dec 2012 · 1 yr · Mumbai Area, India · On-site

Education

University of Southern California

Doctor of Philosophy

Aug 2017 – Aug 2023

Indian Institute of Technology, Delhi

Dual Degree (B.Tech + M.tech) — Electrical Engineering with specialization in Information and Communication Tech.

Jan 2010 – Jan 2015

Narmada Valley International School, Barwaha

Jan 2007 – Jan 2010

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