Tanmay Batra

Head of AI

San Francisco, California, United States13 yrs 1 mo experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Led ML Platform organization at Nuro
Developed industry-first real-time motion capture algorithm
Presented groundbreaking technology at WWDC 2019

Stackforce AI infers this person is a leader in AI and Machine Learning for consumer electronics and augmented reality.

Contact

Skills

Core Skills

Artificial IntelligenceMachine LearningDeep LearningComputer Vision

Other Skills

Computer GraphicsAlgorithmsNatural Language ProcessingData MiningC++PythonMatlabCaffeLinuxNumPyScikit-LearnWeb Development

About

Currently working at Nuro as Director of Engineering, Head of ML Platform organization which includes several pillars for ML product and infrastructure development. Previously led several high impact projects and teams at Apple. Released new Motion capture with LiDAR camera on iPAD Pro 2020 - https://youtu.be/cGBWvSxlAbM?t=104 Designed, developed and shipped the algorithm powering *Motion Capture* in ARKit (Augmented Reality) : Industry-first on-device real-time Motion Capture. Presented *Motion Capture* in *WWDC 2019* - linked below. Leading projects at the intersection of Machine Learning/ deep learning, computer vision and computer graphics.

Experience

13 yrs 1 mo

Total Experience

2 yrs 2 mos

Average Tenure

3 yrs 4 mos

Current Experience

Keysight technologies

Head of AI/ML

Jan 2023 – Present · 3 yrs 4 mos · San Francisco Bay Area · On-site

Leading the AI strategy, product and platform development. Leading multiple teams and working with all cross functional business units.

Artificial IntelligenceMachine Learning

Nuro

Director of Engineering, Head of ML Platform

Feb 2022 – Oct 2023 · 1 yr 8 mos · San Francisco Bay Area

Leading ML Platform organization which includes several pillars for ML product and infrastructure development.

Machine LearningDeep Learning

Apple

Senior Machine Learning Manager (Vision Pro & ARKit)

Jan 2016 – Jan 2022 · 6 yrs · San Francisco Bay Area

Leading high impact projects in the field of machine learning/deep learning, computer vision, computer graphics.
New Motion Capture with LiDar Camera in iPad Pro 2020 - linked below.
Designed, developed and shipped the algorithm powering "Motion Capture" feature in "ARKit 3".
Presented Motion Capture in "WWDC 2019" : linked below. It's an Industry first on-device real time Motion Capture !!
Co-authored CVPR 2019 publication on Domain Adaptation. The paper is linked below.

Machine LearningDeep LearningComputer VisionComputer Graphics

Carnegie mellon university

Graduate Research Assistant

Jan 2015 – Jan 2017 · 2 yrs · Greater Pittsburgh Area

Deep learning

Deep Learning

Virginia tech

Research Assistant

Jul 2014 – Jun 2015 · 11 mos · Blacksburg, Virginia, USA

Computer Vision and machine learning

Computer VisionMachine Learning

Sony

Interim Research Engineer

May 2013 – Aug 2013 · 3 mos · Tokyo, Japan

Machine Learning Group
Worked on developing speech recognition system based on natural language understanding concepts.
Developed Domain adaptation and Instance Pruning techniques and designed relevant feature extraction algorithms for named and timed entity recognition.
Demonstrated significant improvement in precision and recall when compared to the rule-based baseline.

Machine LearningNatural Language Processing

Indian institute of technology, delhi

Research Assistant

Jan 2013 – May 2014 · 1 yr 4 mos · New Delhi Area, India

Advisor: Dr. Prem Kalra, Professor, IIT Delhi
Improved algorithm for parametric reshaping of humans in images by segmenting out the foreground from background and reducing the warping distortions.
Developed algorithm to extend parametric reshaping of humans in videos using pose tracking.
Studied and used algorithms comprising of pose and shape tracking in the images, morphing existing 3D-morphable model databases, image warping & resizing techniques, segmentation, matting and in-painting techniques.