Soumye Singhal

AI Researcher

Toronto, Ontario, Canada7 yrs 2 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in LLM post-training and alignment.
  • Experience in retrieval-augmented generation techniques.
  • Strong background in machine learning and NLP.
Stackforce AI infers this person is a Machine Learning and NLP specialist with a focus on advanced AI models.

Contact

Skills

Core Skills

Machine LearningNatural Language Processing

Other Skills

Artificial IntelligenceCC++Computer VisionCross-Modal Representation LearningDeep LearningGitLaTeXLinuxMicrosoft OfficeNeural Machine TranslationNumPyPyTorchPythonROS

About

LLM Post-training at Nvidia. Previously worked on embedding models and retrieval-augmented generation. Recent works: https://huggingface.co/nvidia/Llama-3_1-Nemotron-Ultra-253B-v1 https://huggingface.co/nvidia/Llama-3_3-Nemotron-Super-49B-v1 https://arxiv.org/abs/2504.03624 https://arxiv.org/abs/2502.00203

Experience

7 yrs 2 mos
Total Experience
2 yrs 5 mos
Average Tenure
4 yrs 3 mos
Current Experience

Nvidia

2 roles

Research Scientist

Feb 2022Present · 4 yrs 3 mos

  • LLM Post-training and Alignment for Nemotron models.
Machine LearningNatural Language ProcessingPythonArtificial IntelligenceDeep Learning

Deep Learning Research Intern

May 2021Aug 2021 · 3 mos · Santa Clara, California, United States

  • Part of Conversational AI team working on Neural Machine Translation. Specifically domain adaptation using retrieval augmented methods.
Neural Machine TranslationRetrieval-Augmented GenerationNatural Language ProcessingMachine Learning

Mila, univesity of montreal

2 roles

Research Assistant

Sep 2019Mar 2022 · 2 yrs 6 mos · Montreal, Quebec, Canada

  • Advised by Prof. Aaron Courville. Worked on student-teacher models in task oriented dialogue, machine translation and computer vision.
Machine LearningNatural Language ProcessingComputer Vision

Research Intern

Jun 2018Dec 2018 · 6 mos · Montreal, Quebec, Canada

  • Worked on model-based reinforcement learning, advised by Prof. Yoshua Bengio
Reinforcement LearningMachine Learning

Mall lab, indian institute of science (iisc)

Research Intern

May 2018Jun 2018 · 1 mo · IISc Bangalore

  • Worked on Cross-Modal Representation Learning with Prof. Partha Talukdar
Cross-Modal Representation LearningMachine Learning

Education

Indian Institute of Technology, Kanpur

Bachelor’s Degree — Computer Science

Jan 2015Jan 2019

Université de Montréal

Master's degree — Computer Science

Sep 2019Dec 2021

Bal Bharati Public School, Pitampura

CBSE — Science

Jan 2015Present

Stackforce found 100+ more professionals with Machine Learning & Natural Language Processing

Explore similar profiles based on matching skills and experience