Deepak Babu P R
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Deepak Babu P R Email & Phone Number

Director & Principal Scientist - ML/AI | Ex-AmazonAlexa | GenAI, language models, speech processing and NLP at Amazon
Location: Seattle, Washington, United States 9 work roles 7 schools
1 work email found @amazon.com LinkedIn matched
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Role
Director & Principal Scientist - ML/AI | Ex-AmazonAlexa | GenAI, language models, speech processing and NLP
Location
Seattle, Washington, United States

Who is Deepak Babu P R? Overview

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Deepak Babu P R is listed as Director & Principal Scientist - ML/AI | Ex-AmazonAlexa | GenAI, language models, speech processing and NLP at Amazon, based in Seattle, Washington, United States. AeroLeads shows a work email signal at amazon.com and a matched LinkedIn profile for Deepak Babu P R.

Deepak Babu P R previously worked as Senior Scientist, Automatic Speech Recognition (ASR) - Alexa Shopping at Amazon and Sr. Scientist, Robot Detection - Ad Tech at Amazon. Deepak Babu P R holds Behavioral Sciences from The University Of Chicago Booth School Of Business.

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*@amazon.com
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Profile bio

About Deepak Babu P R

An experienced lead scientist with over 16+ years of experience in AI/ML most recently working on voice assistants and agents. I specialize in structured problem solving, strategy, ML/AI with a specific focus on NLP and mining insights and prediction from unstructured data like text and audio. My areas of expertise include computational advertising, search relevance and information retrieval, speech recognition(ASR), voice assistants, Human Computer Interaction (HCI), behavioral science, large language models and NLP. I have mentored & lead software engineers & scientists, to drive adoption of cutting edge deep learning mdoels and solutions in organizations big and small with a unique story-telling style through metrics, data and visuals. I have advised early stage startups in advertising and healthcare. I have worked as management consultant in the early part of my career before moving to product and consumer internet technology companies that are data-rich in domains as diverse as advertising, retail and ecommerce.Tech Stack - Large Language Models(LLM), NLP , IR, Python, Bash, D3.js, SAS, R, SQL, Spark, Hadoop, Langchain, CrewAI, AWS Sagemaker, Databricks.Patents & Publications - 5 Patents | 8 PublicationsAdvised early-stage startups in Advertising and Healthcare

Listed skills include Teradata, Customer Intelligence, Information Retrieval, Ensemble Learning, and 46 others.

Current workplace

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Amazon
Amazon
Director & Principal Scientist - ML/AI | Ex-AmazonAlexa | GenAI, language models, speech processing and NLP
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9 roles · 18 years

Deepak Babu P R work experience

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Senior Scientist, Automatic Speech Recognition (Asr) - Alexa Shopping

Current

Seattle, WA, US

ASR language models Natural Language Generation(NLG)Information retrieval (IR) based ASR error correction models (retrieval and ranking) - Utterance/Query Rewriting UR/QRdata efficiency - semi-supervised, weak and unsupervised learningknowledge distillation | teacher student modelmulti-modal large language modelsReinforcement Learning | behavioral cloning.

Jan 2019 - Present

Sr. Scientist, Robot Detection - Ad Tech

Seattle, WA, US

* Development/Improvement of robot detection and mitigation algorithms for sponsored search (products) with focus on increasing coverage at the same time maintaining low false positive rates. * Improvements to IP based detection ML models.* Attribution of undetected robotic traffic experience on advertiser/seller churn. * Signals to identify markers of.

Apr 2018 - Jan 2019

Sr. Scientist, Contextual Advertising - Ad Tech

Seattle, WA, US

Contextual Advertising EngineWorking in area of Information Retrieval / Natural Language Processing to mine intelligent signals from webpages to offer product recommendations using a combination of internal search data, click-through logs and catalog. * Identify Product Affinity in webpages * web-scale data * keyword and product recommendation engine *.

Aug 2016 - Jan 2019

Principal Scientist & Director Of Ds/Ai

Current

San Mateo, California, US

I've led technical efforts in building next-best-product recommender models, LLM routing based optimization and AIMx for Freddy AI. Patent/Paper - Dynamic LLM Routing and Selection Based on User Preferences: Balancing Performance, Cost, and Ethics.

Feb 2024 - Present

Lead, Data Sciences - Search Relevance

Gurugram (Gurgaon), Haryana, IN

Working to make every search most relevant to the user by using customer behavior signals @Snapdeal (Unicorn) real-time trending searches, HMM Language Models, Query Rewrite using Hidden Markov Models (HMM) by learning word transitions & forward chaining, Topic Models, Query Context Prediction (text classification), Spell Checker Enhancement using.

Mar 2015 - Aug 2016

Marketplace Sciences

Singapore, SG

InMobi is the largest independent mobile ad network and a global leader in the mobile technology space. My role here involved Ad Fraud | Ad Experimentation (Rotation / Frequency Capping/ Bidding) | Marketplace Network effects (demand and supply side) | Geo Targeting | Ad Relevance | eCPC/eCPM

Apr 2012 - Mar 2015

Associate Manager - Retail, Cpg & Emerging Markets, Decision Sciences

Northbrook, IL, US

* statistical test/control design of experiments, double incrementals, market effectiveness (targetted and mass media), loyalty pilot launch, market segmentation using statistical techniques like clustering, time-series forecasting, decision trees, regression and classificaiton. * Lead Design and Solutions as IC* Managed 6 people team of DS * Fortune 50.

Mar 2010 - Feb 2012

Senior Software Engineer

Bangalore, Karnataka, IN

Design and Development of EDW, Data Modelling and Insights | CPG, Pharma and FMCG

Jun 2007 - Feb 2010

Proficience - Intelligent Systems And Programming

Bangalore, Karnataka, IN

Intelligent systems & programming: machine learning, Human machine interaction, learning systems, rule based systems, search, natural language processing

2008 - 2009 ~1 yr
7 education records

Deepak Babu P R education

Behavioral Sciences

The University Of Chicago Booth School Of Business

Cce, Reinforcement Learning

Indian Institute Of Science (Iisc)

Ms, Software Systems

Birla Institute Of Technology And Science, Pilani

Android Development

Mobignosis

Bachelor Of Engineering - Be, Electrical And Electronics, Comupter Science

Sir M Visvesvaraya Institute Of Technology

Be, Electrical And Electronics, Comupter Science

Navodaya Vidyaniketan

Behavioral Sciences

The University Of Chicago Booth School Of Business
FAQ

Frequently asked questions about Deepak Babu P R

Quick answers generated from the profile data available on this page.

What company does Deepak Babu P R work for?

Deepak Babu P R works for Amazon.

What is Deepak Babu P R's role at Amazon?

Deepak Babu P R is listed as Director & Principal Scientist - ML/AI | Ex-AmazonAlexa | GenAI, language models, speech processing and NLP at Amazon.

What is Deepak Babu P R's email address?

AeroLeads has found 1 work email signal at @amazon.com for Deepak Babu P R at Amazon.

Where is Deepak Babu P R based?

Deepak Babu P R is based in Seattle, Washington, United States while working with Amazon.

What companies has Deepak Babu P R worked for?

Deepak Babu P R has worked for Amazon, Freshworks, Snapdeal, Inmobi, and Mu Sigma.

How can I contact Deepak Babu P R?

You can use AeroLeads to view verified contact signals for Deepak Babu P R at Amazon, including work email, phone, and LinkedIn data when available.

What schools did Deepak Babu P R attend?

Deepak Babu P R holds Behavioral Sciences from The University Of Chicago Booth School Of Business.

What skills is Deepak Babu P R known for?

Deepak Babu P R is listed with skills including Teradata, Customer Intelligence, Information Retrieval, Ensemble Learning, Pandas, Scikit Learn, R, and Social Media.

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