Shubham Aggarwal

Software Engineer

Mountain View, California, United States10 yrs 9 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in scaling Google infrastructure for AI products.
Developed innovative load balancing and predictive scaling solutions.
Pioneered CPC-based advertisement serving models at Zomato.

Stackforce AI infers this person is a SaaS Infrastructure Engineer with expertise in AI and Machine Learning solutions.

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Skills

Core Skills

Distributed SystemsMachine Learning InfrastructureDatabase DesignMachine LearningFull Stack DevelopmentFrontend Development

Other Skills

AlgorithmsAngularJSApache KafkaApache SparkC++CassandraConcurrent ProgrammingData StructuresDjangoDockerGitHibernateJavaJavaScriptLarge Language Models (LLM)

About

Experienced in architecting large scale infrastructure solutions for Google. My experience has been dedicated to scaling Google Infrastructure for all of Google's AI and LLM based offerings. Contributions include resource efficient GPU usage, session-based load balancing, and predictive scaling solutions to enable seamless Google-scale load distribution for next-generation AI products. I also developed SSD-based key-value storage optimized for write-heavy workloads with very frequent point updates. Past roles: Microsoft: ML Based churn prediction for workplace analytics, Sales assistance by action recommendations. Zomato: Dynamic CPC based Ads serving platform based on content and collaborative filtering. Embeddings based review highlights

Experience

Google

Software Engineer

Jan 2021 – Present · 5 yrs 2 mos · Mountain View, California, United States

Experienced in building planet scale infrastructure for Google.
Most recent work includes scaling load distribution to seamlessly support the next generation of AI products for masses using intelligent request routing, session based load balancing, predictive scaling.
I also worked on other Google cloud products like Vertex AI Search, Building SSD based key-value storage for write heavy workloads.

C++Concurrent ProgrammingDistributed SystemsAlgorithmsParallel ComputingLarge Language Models (LLM)+1

Amazon

Software Engineer II

Oct 2019 – Dec 2020 · 1 yr 2 mos

Microsoft

Software Engineer II

Feb 2018 – Oct 2019 · 1 yr 8 mos · Bengaluru, Karnataka, India

Working on workplace analytics, to increase workplace productivity and optimizing efficiency by minimizing and flagging unproductive meetings. ML Based churn prediction for workplace analytics, Sales assistance by action recommendations.

Zomato

Software Engineer

Apr 2016 – Mar 2018 · 1 yr 11 mos · Gurgaon, Haryana, India

I was working on advertisement technology and the first cost per click based advertisement serving model with Zomato. This involved collaborative and content based filtering, setting up ingestion platform for clicks/impressions, Merchant ROI reporting and so on. I also worked on review highlights which leveraged word embeddings and NLP

Jeevomics

full stack developer

Jan 2016 – Jun 2016 · 5 mos · New Delhi Area, India

developing a health and nutrition applicationusing Python, django, MySQL, angularJS, Js

PythonDjangoMySQLAngularJSFull Stack Development

Strollup

Front End Developer

Mar 2015 – Oct 2015 · 7 mos

Coming up with the front end architecture using angularjs, javascript and managing multiple requests made by user. Template caching efficiently and making the site more user friendly

AngularJSJavaScriptFrontend Development