Avi Singh

AI Researcher

San Francisco, California, United States9 yrs 6 mos experience

Most Likely To Switch

Key Highlights

Expert in reinforcement learning for large language models.
First author on multiple prestigious conference papers.
Strong background in robotics and computer vision.

Stackforce AI infers this person is a Robotics and Machine Learning specialist with a focus on advanced AI applications.

Contact

avisingh599@gmail.com LinkedIn

Skills

Core Skills

Machine LearningRoboticsComputer Vision

Other Skills

ADASComputer Vision PipelineDeep LearningDeep Reinforcement LearningDialog SystemsImitation LearningLarge Language ModelsMulti-task Imitation LearningPythonReinforcement LearningVisual Dialog System

About

I am interested in reinforcement learning for large language models. I am generally not interested in quantitative finance jobs. If you do want to chat, please contact me over email instead of LinkedIn. - Currently a Research Scientist at Google DeepMind, working on RL for Gemini. - Previously a Research Scientist at Google Brain, where I worked on deep reinforcement learning and robotics. - PhD from UC Berkeley, advised by Sergey Levine. - First author on papers published at NeurIPS, ICLR, RSS, CoRL, ICCV, ICRA. More info at www.avisingh.org

Experience

Google deepmind

Research Scientist

Apr 2023 – Present · 2 yrs 11 mos · San Francisco Bay Area · On-site

I am a research scientist at Google DeepMind, working on large language models.

Reinforcement LearningLarge Language ModelsMachine Learning

Google

Research Scientist

Sep 2021 – Apr 2023 · 1 yr 7 mos · San Francisco Bay Area

I am a research scientist at Google Brain, working at the intersection of machine learning and robotics.

Deep Reinforcement LearningRoboticsMachine Learning

X, the moonshot factory

Research Intern

May 2019 – Sep 2019 · 4 mos · Mountain View, California, United States

Worked on a project on multi-task imitation learning (involving hundreds of tasks). Paper published at ICRA 2020. More details at: https://sites.google.com/view/scalable-mili

Multi-task Imitation LearningRobotics

Uc berkeley

Graduate Student Researcher

Aug 2016 – Aug 2021 · 5 yrs · Berkeley, CA

Advised by Sergey Levine. Specialization: deep learning and robotics (deep reinforcement learning, imitation learning).

Deep LearningRoboticsImitation LearningMachine Learning

Virginia tech

Research Intern

May 2016 – Jul 2016 · 2 mos · Blacksburg, VA

Worked with Dhruv Batra and Devi Parikh on a visual dialog system. Work was published at CVPR 2017. More info at: https://visualdialog.org/

Visual Dialog SystemComputer Vision

Cornell university

Research Intern

May 2015 – Jul 2015 · 2 mos · Ithaca, NY

Worked with Ashesh Jain and Ashutosh Saxena to build a computer vision pipeline for tracking drivers in cars for ADAS systems. Work was published at ICRA 2016. More info at http://brain4cars.com/

Computer Vision PipelineComputer Vision