Shiva Gantha

Product Manager

Sunnyvale, California, United States8 yrs 1 mo experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in Computer Vision and Machine Learning.
Published research in IEEE journals and conferences.
Strong academic background from IIT Bombay and Georgia Tech.

Stackforce AI infers this person is a Computer Vision and Machine Learning expert in the consumer robotics industry.

Contact

Skills

Core Skills

Computer VisionMachine LearningDeep LearningGraphicsTelecommunications

Other Skills

Python (Programming Language)C++PyTorchImage ProcessingGit3D Modeling3D ReconstructionComputer NetworkingComputer ScienceObject-Oriented Programming (OOP)LinuxResearch SkillsCommunicationRustNeural Radiance Fields

About

Research Engineer with a demonstrated history of working in Motion Planning, Computer Vision and Wireless Communication domains. Skilled in Rust, Python, C++, Deep Learning, Machine Learning. Published and presented the work in IEEE journals and conferences. Strong research professional with a Bachelor's degree in Electrical Engineering (majors) and Computer Science and Engineering (minor) from Indian Institute of Technology, Bombay (Grade Point : 9.25/10). And Masters in Computer Science from Georgia Institute of Technology, Atlanta (Grade: 4.0/4.0) https://scholar.google.com/citations?user=lfN_7aYAAAAJ&hl=en&oi=ao

Experience

8 yrs 1 mo

Total Experience

1 yr 7 mos

Average Tenure

2 yrs

Current Experience

Matic

Perception Research Engineer

May 2024 – Present · 2 yrs · Mountain View, California, United States · On-site

Matic is consumer robotics company pioneering fully autonomous home robots.
Our flagship product, Matic, is a remarkably smart, proactive, and secure cleaning robot that uses photo-realistic vision with precise 3D mapping to provide a home with perpetually clean floors.

Computer VisionMachine Learning

Futurewei technologies, inc.

Graphics Research Intern

May 2023 – Aug 2023 · 3 mos · Santa Clara, California, United States · On-site

Worked on 3D scene representation using Neural Radiance Fields (NeRFs). Defined a problem statement, proposed and implemented solutions and submitted the work for publication:
NeRF-based space-time view synthesis of dynamic scenes using blurry input monocular videos
Object Editing in NeRFs: artifact reduction during object removal using inpainting

Git3D ModelingGraphicsComputer Vision3D Reconstruction

Georgia institute of technology

Graduate Teaching Assistant

Jan 2023 – May 2024 · 1 yr 4 mos

GTA for CS6476: Computer Vision

Python (Programming Language)C++PyTorchImage ProcessingDeep LearningComputer Vision

Samsung r&d institute india - bangalore private limited

3 roles

Senior Engineer (Research)

Promoted

Feb 2021 – Jul 2022 · 1 yr 5 mos

VizInsight -
Worked on the Object Detection model which is commercialized in Samsung flagship devices. Experimented with different new ideas to improve OD’s performance.
6G Research Lab -
Pre-6G research focusing on Transport and Network layers for next generation cellular technology. Contributed towards the Samsung’s 6G White Paper
Built a discrete time simulator based on ns3 for evaluating the latency and load at different nodes in the network topology of 5G and proposed 6G mobile networks

Python (Programming Language)C++Computer NetworkingPyTorchGitImage Processing+6