Profile

Aditya Choudhary

Senior Data Scientist @ Walmart NLP | D.E. Shaw Group | VMware | SBU |

Aditya Choudhary is a highly skilled Machine Learning Engineer with over 3 years of experience in Applied Machine Learning and 2 years as a Backend Engineer. He is currently working at VMware as a Machine Learning Engineer, where he is responsible for developing Unsupervised Anomaly Detect

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5.4

Years of Experience

Education

stony brook university, mnit, st. xaviers school jaipur

Companies

vmware, vmware, stony brook university, stony brook university, arcesium, arcesium, malaviya national institute of technology jaipur

Reach out to Aditya Choudhary via Email, InMail and SMS drip

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Aditya's contact details

Email

Email (Verified)

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Email

Mobile Number

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Email

Github

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Experience

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    2021 - Present

    vmware

    Machine Learning Engineer

    • Developing Unsupervised Anomaly Detection models and their end-to-end production deployment for Endpoint Detection and Response (EDR) system in Carbon Black Security suite.

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    2020 - 2020

    vmware

    Software Engineer Intern

    • Reduced the mean problem resolution time by 15% by developing native integration of vRLI Cloud system logs for NSX-T components in vRealize Operations SaaS platform. • Technologies used : Java, Spring Boot, AWS EC2

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    2020 - 2020

    stony brook university

    Graduate Research Assistant

    Working at BrookHaven National Laboratory under the guidance of Dr. Yuewei Lin and Prof. Barbara Chapman.

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    2020 - 2020

    stony brook university

    Graduate Teaching Assistant

    • Graduate teaching assistant for Python programming course. • Responsible for grading assignments and midterms, holding office hours to clear the doubts of undergrad students.

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    2018 - 2019

    arcesium

    Senior Software Engineer | Machine Learning

    • ArcEye : Designed and developed a Dev-Ops requests system which assigns newly logged tickets to corresponding dev teams. Leveraged gradient boosted decision-tree based classification algorithms to yield 91% accuracy. • OpsBot : Achieved 20% reduction in turn-around time of tickets by building a similar tickets recommendation system .

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    2016 - 2018

    arcesium

    Software Engineer

    • DB-Archiver : Conceptualized and implemented a service to backup terabyte scale data from on-prem DB to AWS S3 . • Implemented ETL pipelines for syncing new trade objects in the application using Spring Batch framework. • Enhanced report launcher to run different reports together for resource optimization, improved daily P&L run-times by 17%. • Developed REST APIs for GEAR reporting system that provide visibility to clients into financial positions. • Technologies used : Java, Python, MSSQL, AWS (S3, SageMaker), Spring, Git, Docker, Datadog, Elasticsearch

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    2015 - 2015

    malaviya national institute of technology jaipur

    Summer Research Intern

    • Community Question-Answering Recommendation System: Created a recommendation model which predicts expert users who are most likely to give helpful answers for a newly added question on StackExchange. Publication - https://ieeexplore.ieee.org/document/8710394 • Developed hybrid,content-based filtering and graph-based models. • Implemented tf-idf based content-model in Spark distributed model. Setup 15-node Spark cluster in department lab. • Technologies: Spark, Python, Google Compute Engine, TitanDB, Cassandra

Experience

108 Skills

ActiveMQ

Algorithms

Algorithms

Amazon Elastic MapReduce (EMR)

Amazon S3

Amazon Web Services (AWS)

Amazon Web Services (AWS)

Android Development

apache

Apache Airflow

Apache Spark

Apache Spark

Applied Machine Learning

architectures

assembly language

AWS SageMaker

Backend

c

c++

Cassandra

chrome extensions

Cloud Computing

Computer Vision

Continuous Integration

D3.js

Data Analysis

Data Science

Data Scientist

Data Structures

Data Structures

Datadog

Deep Learning

Design

DevOps

Distributed Systems

Docker

Education

Elastic Stack (ELK)

ElasticSearch

Flask

Git

Git

Github

GitHub

Google Cloud Platform

Google Cloud Platform (GCP)

Hadoop

Hadoop

HTML

infra

Infrastructure

Integration

Java

Java

JavaScript

JIRA

Jupyter

Kubernetes

Linux

Logic and Reasoning

Logistic Regression

Machine Learning

Machine Learning (ML)

Matlab

Microsoft SQL Server

MSSQL

mysql

Naive Bayes

Natural Language Processing

Natural Language Processing (NLP)

NLTK

octave

operations

Pandas

Pandas

Pandas (Software)

Perl

php

programming

PySpark

Python

Python

PyTorch

Random Forest

Recommendation system

Representational State Transfer (REST)

Research

Research Scientist

REST

REST APIs

SaaS

Scikit

Scikit-Learn

Scikit-Learn

Scrum

Search

security

Shell Scripting

Software Engineer

Spark

Spring

Spring Boot

Spring Framework

SQL

SQL

TensorFlow

titan

windows

Education

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    2019 - 2020

    stony brook university

    Master of Science - MS

    Computer Science

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    2012 - 2016

    mnit

    Bachelor of Technology (B.Tech.

    Computer Science and Engineering

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    2000 - 2012

    st. xaviers school jaipur

Colleagues at vmware

Shailesh Munot

Member Of Technical Staff 3

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Shailesh Tanwar

Member of Technical Staff 2

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Shailesh Gothi

Senior Member Of Technical Staff

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Shailesh Pant

Staff Engineer 2

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Others named Aditya

Aditya Prakash

SSE

 at vmware

Aditya Pradhan

Software Engineer

 at vmware

Aditya Prajapati

Team Leader

 at vmware

Aditya Prakash

Software Engineer - Android

 at vmware

Aditya Prakash

Senior Product Manager

 at vmware

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Colleagues at vmware

santosh kumar

Senior Member Of Technical Staff

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Santosh Kumar

Senior Member Of Technical Staff

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Santosh Singh

Senior System Reliability Engineer

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Santosh M K

Staff Engineer I

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Sanuj Prajapati

Senior Member Of Technical Staff

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Colleagues at stony brook university

Raj Sharma

Graduate Teaching Assistant

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Reetam M.

Graduate Teaching Assistant

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Reetu Singh

Graduate Teaching Assistant

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Rishabh Jain

Graduate Teaching Assistant

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