Amit Choudhary

 Brampton ON CA L6T4N6    +1- (647) 879-1309    amit.r.choudhary13@gmail.com

Python Developer | Web Development | Data Engineering | Data Analytics | Big Data | Machine Learning

Skills

Programming Languages
  • Python3
  • PostgreSQL
  • R- Lang.
  • JavaScript
  • HTML
  • CSS
  • VBA
Tools & Libraries
  • Jupyter Notebook
  • Google Co-Lab
  • Pandas
  • Matplotlib
  • Plotly
  • Flask
  • Selenium
  • PySpark
  • D3.JS
  • MongoDB
  • AWS S3
  • Bootstrap
  • Leaflet
  • Visual Studio Code
Business Tools
  • Tableau
  • Power BI
  • Excel
Workflow
  • Agile methodology, Test driven development, A/B testing
  • Data Mining, Data Cleaning, Data Manipulation
  • Exploratory Data Analysis(EDA), Extract-Load-Transform(ELT/ETL), Hypothesis Testing
  • CI/CD pipelines for microservices based applications
  • Structured & Unstructured Data, Big Data, API's, Web-Scraping
  • Machine Learning (Supervised/Unsupervised)
  • Version control through Git workflows
  • Cross Functional Collaboration & Communication

Projects

BookShare

Web-App

Book sharing platform for users to share their used books. Exploratory data analysis(EDA) done on data from Gooogle Books and GoodReads API and cleaned data loaded(ETL) into online database hosted by Heroku. A content based collaborative filtering model based on Nearest Neighbors (KNN model) was also incorporated to provide recommendations to users.

ToolKit: Python3, Pandas, PostgreSQL, Flask, HTML/CSS/JavaScript, D3.js, Seaborn, scikit-learn, Leaflet, Google Co-lab, Heroku

More details can be found here

Belly Button Bio-diversity Dashboard

Web-Dashboard

Interactive visualizations and dashboard to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.

ToolKit: HTML/CSS/JavaScript, Plotly.js, D3.js

Dashboard Link

More details can be found here

Mission to Mars

Flask App

A web application that scrapes various websites (NASA MARS News Site, JPL Mars Images, Mars Weather Twitter Account, Mars Space Facts, USGS Astrogeology Site ) for data related to the Mission to Mars and displays the information in a single HTML page

ToolKit: Python3, Pandas, Flask, BeautifulSoup, Selenium/Splinter, ChromeDriver,MongoDB, HTML/CSS/JavaScript

More details can be found here

Big-Data Challenge

Big Data

Performed the ETL process completely in the cloud on the Amazon's product reviews dataset and uploaded a DataFrame to an RDS instance. Used PySpark and SQL to perform a statistical analysis of selected data to analyze whether reviews from Amazon's Vine program are trustworthy.

ToolKit: Python3, Google Co-lab, AWS S3, PySpark, PostgreSQL

More details can be found here

GitHub Repositories

Repositories for other projects and assignments done as part of self development and learning. Updated on regular basis.

ToolKit: Python3, PostgreSQL, Jupyter Notebooks, HTML/CSS/JavaScript, Python Libraries, VBA, Excel

More details can be found here

Experience

Python Developer

TCS Canada

Sept. 2021 - Present

Analyst- Manufacturing

Coco-Cola Canada

Aug. 2019 - Sept. 2021

Maintenance Planner

Maple Leaf Foods Canada

Aug. 2018 - Aug. 2019

Maintenance and Reliability Engineer

Reliance Industries Limited India

Sept. 2015 - Feb. 2018

Data Analyst

Reliance JIO India

Jul. 2014 - Aug. 2015

Maintenance Engineer

Reliance Industries Limited India

Jul. 2013 - Jul. 2014

Education

University of Toronto

Certificate in Data Analytics and Visualizations

GPA: A+

Sept. 2019 - Apr. 2020

Malaviya National Institute of Technology, Jaipur (India)

Bachelor's in Technology (B.Tech)
Mechanical Engineering

GPA: 8.64

Jul. 2009 - Jun. 2013

Consider Me

Looking to Hire or to collaborate on projects?

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