Data Analyst Ii - Analytics Development Program (Adp)
Current
Nov 2023 - Present
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Amardeep Kumar Email & Phone Number
John Deere | Data Scientist | IIT Kharagpur | Super30
at
John Deere
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Current company
Role
John Deere | Data Scientist | IIT Kharagpur | Super30
Location
Pune, Maharashtra, India
Company size
Who is Amardeep Kumar? Overview
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Quick answer
Amardeep Kumar is listed as John Deere | Data Scientist | IIT Kharagpur | Super30 at John Deere, a with 38396 employees, based in Pune, Maharashtra, India. AeroLeads shows a matched LinkedIn profile for Amardeep Kumar.
Amardeep Kumar previously worked as Data Analyst II - Analytics Development Program (ADP) at John Deere and Data Scientist at Express Analytics. Amardeep Kumar holds Integrated B.Tech & M.Tech (Dual Degree), Industrial Engineering from Indian Institute Of Technology, Kharagpur.
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John Deere
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Profile bio
About Amardeep Kumar
Data Science is my passion and profession. I graduated from IIT Kharagpur, with a dual degree in Industrial and Systems Engineering in 2021. During my studies, I gained a solid foundation in mathematics, statistics, optimization, and programming, which enabled me to pursue my interest in machine learning and deep learning.As a Data Scientist at Express Analytics, I apply my skills and knowledge to solve real-world problems and create value for the clients. I have experience in building custom-trained NER models, scraping and preprocessing data from various sources, extracting text from images using OCR and OpenCV, and classifying documents using NLP. I also have certifications in Python, C++, and SQL, and I use various tools and frameworks such as Selenium, PostgreSQL, and TensorFlow to enhance my work. I enjoy collaborating with my team and learning from their feedback and insights. I am always eager to explore new ideas and concepts, and I constantly seek to improve my skills and competencies.
Current workplace
Amardeep Kumar's current company
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John Deere
4 roles
Amardeep Kumar work experience
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Data Scientist
- Applied BERT, RoBERTa, GPT based training and translated natural language text to SQL query- Solved deduplication problem over millions of record using RecordLinkage approach- Worked on Attribution model with rule based approach, Markov chain and neural network architecture.- Successfully deployed ML model and created several API using Flaskapp and docker service
Jun 2021 - Nov 2023
Data Science Intern
- Built a Custom trained NER Model to correctly identify the key entities like Name, property address, in the land records for the Karnataka state- Scraped the Data from the PDS portal, annotated the data to optimize the performance of the NER Model, used this data as input to the NER Model - Worked on image processing, extracted text data from images using OCR, OpenCV and analyzed using NLP - Worked on document classification to classify different type of document such as PAN, Aadhar Card
Apr 2020 - Jun 2020
Business Analyst Intern
- Automation of the whole Marketing costing report of Fabhotels in python, earlier it is done manually.- Web Scraping of five different booking source of FabHotels using Selenium in Python language.- Preprocess raw data from various sources into a structured format and updating the same in the database.- Also, implemented a live update system on a PostgreSQL Server to report daily changes in the data using a python backend.
May 2019 - Jun 2019
Team & coworkers
Colleagues at John Deere
Other employees you can reach at johndeere.com. View company contacts for 38396 employees →
QE
Quincy Ellis
Colleague at John DeereMemphis, Tennessee, United States
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JS
Jing Sun
Colleague at John DeereRedondo Beach, California, United States
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MD
Michael Dorman
Colleague at John DeereDubuque County, Iowa, United States
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TA
Tom Ament
Colleague at John DeereDurango, Iowa, United States
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IG
Iván Guadalupe González Rodríguez
Colleague at John DeereSan Nicolás De Los Garza, Nuevo León, Mexico
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DM
Diana Michele Pilz
Colleague at John DeereHorizontina, Rio Grande Do Sul, Brazil
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LB
Leonel Barreto
Colleague at John DeereMontenegro, Rio Grande Do Sul, Brazil
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AA
Alina Alieva
Colleague at John DeereRussia, Russian Federation
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LA
Luke Anderson
Colleague at John DeereNew Orleans, Louisiana, United States
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JF
Josh Frush
Colleague at John DeereLa Porte City, Iowa, United States
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Quincy Ellis
Colleague at John DeereMemphis, Tennessee, United States
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JS
Jing Sun
Colleague at John DeereRedondo Beach, California, United States
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MD
Michael Dorman
Colleague at John DeereDubuque County, Iowa, United States
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TA
Tom Ament
Colleague at John DeereDurango, Iowa, United States
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IG
Iván Guadalupe González Rodríguez
Colleague at John DeereSan Nicolás De Los Garza, Nuevo León, Mexico
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DM
Diana Michele Pilz
Colleague at John DeereHorizontina, Rio Grande Do Sul, Brazil
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LB
Leonel Barreto
Colleague at John DeereMontenegro, Rio Grande Do Sul, Brazil
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AA
Alina Alieva
Colleague at John DeereRussia, Russian Federation
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LA
Luke Anderson
Colleague at John DeereNew Orleans, Louisiana, United States
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JF
Josh Frush
Colleague at John DeereLa Porte City, Iowa, United States
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4 education records
Amardeep Kumar education
Integrated B.Tech & M.Tech (Dual Degree), Industrial Engineering
Jee Mains + Jee Advance
Super30 By Anand Kumar
Class Xii, Physics, Chemistry, Science
Satyam International, Gaurichak, Bihar
Class X, Central Board Of Secondary Education
B.D Public School
FAQ
Frequently asked questions about Amardeep Kumar
Quick answers generated from the profile data available on this page.
What company does Amardeep Kumar work for?
Amardeep Kumar works for John Deere.
What is Amardeep Kumar's role at John Deere?
Amardeep Kumar is listed as John Deere | Data Scientist | IIT Kharagpur | Super30 at John Deere.
Where is Amardeep Kumar based?
Amardeep Kumar is based in Pune, Maharashtra, India while working with John Deere.
What companies has Amardeep Kumar worked for?
Amardeep Kumar has worked for John Deere, Express Analytics, Landryt, and Fabhotels.
Who are Amardeep Kumar's colleagues at John Deere?
Amardeep Kumar's colleagues at John Deere include Quincy Ellis, Jing Sun, Michael Dorman, Tom Ament, and Iván Guadalupe González Rodríguez.
How can I contact Amardeep Kumar?
You can use AeroLeads to view verified contact signals for Amardeep Kumar at John Deere, including work email, phone, and LinkedIn data when available.
What schools did Amardeep Kumar attend?
Amardeep Kumar holds Integrated B.Tech & M.Tech (Dual Degree), Industrial Engineering from Indian Institute Of Technology, Kharagpur.
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