Abhinav Garg

Machine Learning Engineer

Mountain View, California, United States11 yrs 2 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in building scalable machine learning models.
Proven track record in enhancing user experiences.
Strong background in software development and database management.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in AdTech and AI/Voice Technology.

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Skills

Core Skills

Machine LearningDeep LearningSoftware DevelopmentDatabase Management

Other Skills

PythonTensorFlowGoogle AssistantMedia IntegrationScalaREST APIsMicroservicesC++ScalabilityService DeploymentOracle DatabaseData MigrationData IntegritySQLLinux

Experience

11 yrs 2 mos

Total Experience

3 yrs 8 mos

Average Tenure

7 yrs 1 mo

Current Experience

Google

2 roles

Senior Software Engineer (Machine Learning)

Promoted

Nov 2021 – Present · 4 yrs 5 mos

Google Ads
Building large scale deep learning models to maximize performance for advertisers on Google Ads.

Machine LearningDeep LearningPythonTensorFlow

Software Engineer III

Feb 2019 – Oct 2021 · 2 yrs 8 mos

Google Assistant
Built critical features for Google Assistant's integration with media providers like Netflix, Spotify, and Youtube. Implemented and optimized playback/browse user journeys for Music, Movies, TV Shows, and Videos.
Developed Machine Learning models and decision engine to trigger appropriate Assistant actions on the appropriate media providers. Example: If user says "Play Frozen", it could mean 'play Let It Go song on Spotify' or 'play Frozen movie on Disney+'.
Significantly improved various metrics including successful assistant interaction rate, daily active users, user satisfaction score, and playback/watch time per user.

Machine LearningPythonGoogle AssistantMedia IntegrationSoftware Development

Rally health

Software Engineer Intern

May 2018 – Aug 2018 · 3 mos · San Francisco Bay Area

Built customer-facing features which facilitate admin users in creating and managing new and existing content.
Developed REST APIs for microservices in Rally Engine, using Scala and Play framework.

ScalaREST APIsMicroservicesSoftware Development

Amadeus labs

2 roles

Senior Software Engineer

Apr 2016 – Jun 2017 · 1 yr 2 mos

Developed C++ based robust and scalable back-ends that handle 112 services and serve more than 2200 transactions per second with 99.99% availability.
Collaborated with senior leadership, application managers, globally distributed teams, and customers to systematically deploy services to more than 400,000 agent offices in production.

C++ScalabilityService DeploymentSoftware Development

Software Engineer

Jul 2013 – Mar 2016 · 2 yrs 8 mos

Migrated Passenger Name Record (PNR) folder structure and 60 million highly volatile PNR from IBM’s mainframe system to Oracle Database while ensuring data integrity.
Developed a mechanism to keep databases in IBM’s mainframe system and Amadeus’s system synchronized.

Oracle DatabaseData MigrationData IntegrityDatabase Management