Sarthak Sengupta

Lead ML Engineer

Bengaluru, Karnataka, India5 yrs 4 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and Computer Vision.
Proven experience in Augmented Reality projects.
Strong background in Natural Language Processing.

Stackforce AI infers this person is a Machine Learning Engineer specializing in Augmented Reality and Computer Vision.

Contact

sarthak.sg@gmail.com LinkedIn

Skills

Core Skills

Machine LearningComputer VisionNatural Language ProcessingSoftware Development

Other Skills

AlgorithmsApplied Machine LearningArtificial Neural NetworksAudio ProcessingBashC (Programming Language)C++Cascading Style Sheets (CSS)Convolutional Neural Networks (CNN)Critical ThinkingData ScienceData StructuresDeep LearningDeep Neural Networks (DNN)Flask

About

Machine Learning Engineer having extensive knowledge and experience in Artificial intelligence (Machine Learning, Deep Learning, Computer Vision, Sequence Modelling), Data Structures & Algorithms. Currently, Working as a part of the XR Group Team at Samsung Research Bangalore (SRIB) on an Augmented Reality based Computer Vision (SLAM) project for XR Headset device. Previously, Worked at TCS as a part of a Cognitive Computing Solutions Team on an Artificial intelligence development project in BFSI Group involving Deep learning based object detection and Natural language processing using Tensorflow, SpaCy and Python.

Experience

Samsung electronics

3 roles

Lead Engineer - Machine Learning | XR | R&D

Promoted

Mar 2024 – Present · 2 yrs · On-site

Working as a part of the Immersive XR Team | XR Perception Group
Worked on the following modules under Device Tracking (SLAM) for XR Headset.
Inertial Data based XR Activity Recognition
Inertial Data Augmentation using Generative Modelling
Deep Learning (Transformer) based Inertial Data refinement.
Deployed models with QNN & SNPE to execute on embedded processors ie. CPU, GPU & DSP / HTP.
Non-Linear Graph Optimization (G2O) based Online Calibration in SLAM.
Evaluation of Visual Anchors usage in SLAM solution.
Improvement and Evaluation of 3DoF device tracking in SLAM.
Evaluation of SLAM solution and usage of 3D Visual Anchors in SLAM.

Machine LearningDeep LearningComputer VisionSLAMPythonC++

Senior Engineer - Machine Learning | Augmented Reality | Computer Vision

May 2023 – Aug 2023 · 3 mos · On-site

Worked in collaboration with Mobile Xperience Lab at Samsung headquarters on an Augmented Reality based Computer Vision (SLAM) project.

Machine LearningComputer Vision

Senior Engineer - Machine Learning | XR | R&D

Feb 2022 – Mar 2024 · 2 yrs 1 mo · On-site

Worked as a part of the AR Vision Lab / Advanced Research Group / CTO Team.
Worked on the following projects
Machine Learning based Audio processing and enhancement.
Improvement of Augmented Reality based Computer Vision (SLAM).
Deep Learning (CNN) based Feature Detection and Inertial data processing.
Development and Enhancement of C++ based Visual Inertial SLAM Implementation.
Device tracking solution evaluation and Commercialization Support.

Machine LearningDeep LearningComputer VisionC++

Tata consultancy services - digital

Systems Engineer - Machine Learning

Oct 2020 – Jan 2022 · 1 yr 3 mos · Chennai, Tamil Nadu, India

Worked as a part of the Cognitive Computing Solutions Team (EIA | BFSI Unit) on a Machine Learning project for Bank of America.
Worked on Natural language processing (NLP) model for a task based on Named Entity Recognition (NER) using Tensorflow, SpaCy and Python.
Worked on Deep learning based Object Detection Model for Content Localization using Tensorflow and Python.
Received an Achievement Award for contributing to a successful Proof of Concept.

Natural Language ProcessingDeep LearningPythonMachine Learning

pro india

Software Engineer - Information Technology Manager

Sep 2019 – Sep 2020 · 1 yr · Gurugram, Haryana, India

Automation and Software development using Python & Javascript
Development and Maintainance of the corporate website using WordPress, PHP, Javascript

PythonJavaScriptWordPressSoftware Development

Nec corporation

Software Engineering Intern

Jun 2019 – Aug 2019 · 2 mos · Noida, Uttar Pradesh, India

Worked on backend APIs using Flask (python), Linux services using Bash (programming) and AJAX (XMLHttpRequest), and integrated the Flask server with the React.JS client.

FlaskPythonBashSoftware Development