Tanay Sharma

Software Engineer

Sunnyvale, California, United States7 yrs 6 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and Computer Vision.
Developed innovative solutions for object detection.
Published research in prestigious conferences.

Stackforce AI infers this person is a Machine Learning and Computer Vision expert with experience in Augmented Reality and Speech Recognition.

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Skills

Core Skills

C++Machine LearningComputer Vision

Other Skills

SLAMXR applicationsPerformance AnalysisObject DetectionIntegrationNeural NetworksAudio-Visual Speech RecognitionAndroid DevelopmentMachine VisionPythonOpenCVData StructuresCCSS3Eclipse

About

In the past few years, I have worked and developed my interest in CV and Machine learning. I have been engaged in various stages of end-to-end training of ML models including research, data collection, data-preprocessing, training models on different architectures, testing, and deploying on mobile/system. I am also interested in Autonomous driving space and have briefly worked on building solutions to detect objects on road. I am looking forward to connecting and learning more from the community on Linkedin. Let's connect and start a great discussion.

Experience

7 yrs 6 mos

Total Experience

3 yrs 9 mos

Average Tenure

3 yrs 11 mos

Current Experience

Google

Software Engineer

Jul 2022 – Present · 3 yrs 11 mos · Mountain View, California, United States

Qualcomm

XR Engineering Intern

Jun 2021 – Aug 2021 · 2 mos · United States

1. Worked on the existing codebase of tracker mapper architecture (SLAM) to support XR applications.
2. Focussed on the design and implementation of different strategies in C++ to split the processing between two devices efficiently and analyse the performance.
3. Achieved an average max throughput reduction of 73.75% between devices as compared to a simple effective strategy without degrading the current KPIs.

C++SLAMXR applicationsMachine Learning

Samsung r&d institute india - bangalore private limited

2 roles

Lead Engineer (Research)

Mar 2019 – Jan 2021 · 1 yr 10 mos

Creative-Lab, Samsung
1. Worked on our own idea in a team of 3 people to showcase a POC after winning the `SRI-B C-Lab Entrepreneurial Ideation Contest' (1 out of 140).
2. Trained machine learning models for object detection and integrated them into special hardware.
Advanced Technology Lab, Samsung
1. Developed a real-time speech endpoint detection model using only visual inputs from face, especially in a noisy environment. [Published in Interspeech 2019]
2. Worked on various ML models like Seq2Seq and Neural networks with CTC loss in the visual speech recognition domain.
3. Published and contributed in research papers.

Machine LearningObject DetectionC++Computer Vision

Senior Software Engineer (Research)

Jun 2017 – Mar 2019 · 1 yr 9 mos

Advanced Technology Lab, Samsung R&D Institute Bangalore
1. Research related to audio-visual speech recognition and related areas.
2. Published papers in reputed conferences and also patented ideas.
3. Contributed to the android app development to show a real-time demo of our work.

Audio-Visual Speech RecognitionAndroid DevelopmentMachine LearningComputer Vision