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Ankit Pratap Singh

Hi there I am Ankit,
I love coding, cooking and mobile gaming.
How to reach me:

Work Experience

Data Analyst, The Ballot House (UK) (October 2021-Present)

  • Writing web-scraping scripts to enrich the database
  • Creating web-based dashboards using streamlit and plotly-dash

Data Science Consulatnt, Zomentum (August 2021-October 2021)

  • Working in a team of 2 members to perform analysis on sales data to find opportunities for growth
  • Creating rich visualizations and interactive dashboards with Tableau, Power BI and AWS Lambda
  • Writing pyhton scripts for enriching their database, and for data preprocessing to prepare the data for visualizations.
  • Writing web-scraping scripts to scrape data from dun&bradstreets and LinkedIn to enrich partner companies data

Education

Data Science Bottcamp, Jovian (March 2021-August 2021)

  • Courses: Python Programming, Fundamental of Statistics, Data Visualization, Machine Learning, Excel, SQL, Product Analysis
  • Highlights: 500+ hours of course work, 3 capstone project, 1 open ended capstone project, 10 assignments.

M.Sc in Mathematics, Jamia Millia Islamia, New Delhi (August 2017-May 2019)

  • Courses:Linear Algebra, Modern Algebra, Ordinary Differential Equations, Operations Research(LPP), Real Analysis, Functional Analysis
  • Highlights:Got skilled in Linear Algebra, Operations Research and a little bit in Functional Analysis.

Projects

Exploratory Data Analysis: Covid Vaccination Data Analysis (Project Notebook, Blog)

  • Analyzed Covid-19 vaccination progress with more than 35,000 rows of data
  • Performed analysis and created Bar charts, Pie charts, Geo-scatter Plots and Subplots using Plotly
  • Insights like: “vaccination percentage for top 10 most populous countries”, “vaccination progress for top 5 most rich countries”, created a mixed subplot to show the different aspects for a country

Web-Scraping: World's top 500 Companies by Market Capitalization (Project Notebook, Blog)

  • Used BeautifulSoup4 and Requests library to scrape data of world’s top 500 companies by market cap
  • Created two csv files one for listings of top 500 companies and the second for comparison between their market cap between 4 quarters of a year

Machine Learning Project: PUBG Finish Placement Prediction (Ongoing)

  • Working on a dataset with over 4 million rows, containing information about 45,000+ PUBG matches
  • Built a regression model, made a prediction on the test dataset, scoring 0.08915 on Kaggle leaderboard
  • Experimenting with different ML models - Ridge, Lasso, Random Forest, XGBoost and LightGBM

Excel and Tableau Project: Bookshop Dashboard (View Excel Sheet, View Dashboard)

  • Worked on a Bookshop excel workbook.
  • Added three new sheets, created 3 visualizations and 1 pivot table to analyze the data.
  • Created a Tableau dashboard with a number of visualizations using analyzed data from the sheet.

ANKIT PRATAP SINGH's Projects

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