Pratyay Banerjee

AI Researcher

San Jose, California, United States11 yrs 6 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in machine learning and scalable system design.
  • Proven track record in e-commerce and media industries.
  • Strong background in vision and natural language understanding.
Stackforce AI infers this person is a skilled researcher and developer in E-Commerce and Media sectors with a focus on machine learning.

Contact

Skills

Core Skills

Machine LearningHadoop

Other Skills

AlgorithmsAssembly LanguageCC#C++CompilersComputer ScienceData StructuresElasticSearchGitHiveJavaJava Database Connectivity (JDBC)JavaScriptLinux

About

A researcher working on understanding vision and natural language. I am passionate about the role that natural language and vision understanding has in shaping our lives.

Experience

Amazon

2 roles

Senior Applied Scientist

Promoted

Oct 2024Present · 1 yr 5 mos · Sunnyvale, California, United States

Applied Scientist II

Jun 2022Sep 2024 · 2 yrs 3 mos · Sunnyvale, California, United States

Microsoft

Research Scientist Intern

May 2021Aug 2021 · 3 mos · United States

Arizona state university

Research Assistant

Aug 2018Jun 2022 · 3 yrs 10 mos · Tempe, Arizona, USA

Flipkart

3 roles

Software Development Engineer 3

Promoted

Jul 2017Aug 2018 · 1 yr 1 mo

  • Built highly scalable systems to compute and serve User’s identity information, personalization content and fraud detection data. Designed and developed components using Hadoop frameworks and tools. Developed User address based fraud detection leveraging User Graph. Feature enrichment and identification pipelines for supervised ML models such as Credit and Income Modelling of Users using E-Commerce affinities and User Graph attributes. Designed and developed internal tools for change-event propagation from MySQL to ElasticSearch, MySQL cluster management, One stop tool for User escalations and production issue management. Secured User PII data in system-system interactions and Big data usage. Developed several microservices like authentication and authorization services, address management services, rate limiting and rule engine based services. Worked on ML model engineering and productionising to ML problem modelling and data science. Designed ML model for creating selective incentives to push Users to higher segments, where a segment is defined as transactions per customer,lifetime value, gross merchandise value etc.

Software Development Engineer 2

Feb 2016Jun 2017 · 1 yr 4 mos

Software Development Engineer 1

Nov 2014Jan 2016 · 1 yr 2 mos

Yahoo

Software Engineer

Jul 2014Nov 2014 · 4 mos · Greater Bengaluru Area

  • Enabled scaling of Sports Feed processing and extended APIs to support more sports to be served at Yahoo web scale.

Indian institute of technology, kharagpur

CNERG SUMMER INTERN

May 2013Jun 2013 · 1 mo · Kharagpur I, India

  • Community Detection in Large Networks (Citation,Social,Biological).

Education

Arizona State University

Doctor of Philosophy - PhD — Computer Science

Aug 2018May 2022

Jadavpur University

Bachelor of Engineering (BEng) — Computer Science & Engineering

Jan 2010Jan 2014

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