Hi there I am Ankit,
I love coding, cooking and mobile gaming.
How to reach me:
- Writing
web-scraping
scripts to enrich the database - Creating web-based dashboards using
streamlit
andplotly-dash
- 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
andAWS Lambda
- Writing pyhton scripts for
enriching
their database, and for datapreprocessing
to prepare the data for visualizations. - Writing
web-scraping
scripts toscrape
data fromdun&bradstreets
andLinkedIn
to enrich partner companies data
Courses
: Python Programming, Fundamental of Statistics, Data Visualization, Machine Learning, Excel, SQL, Product AnalysisHighlights
: 500+ hours of course work, 3 capstone project, 1 open ended capstone project, 10 assignments.
Courses
:Linear Algebra, Modern Algebra, Ordinary Differential Equations, Operations Research(LPP), Real Analysis, Functional AnalysisHighlights
:Got skilled in Linear Algebra, Operations Research and a little bit in Functional Analysis.
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
andSubplots
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
andRequests
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
- Working on a dataset with over
4 million
rows, containing information about45,000+
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
andLightGBM
Excel and Tableau Project: Bookshop Dashboard (View Excel Sheet, View Dashboard)
- Worked on a Bookshop excel workbook.
- Added three new sheets, created
3 visualizations
and1 pivot table
to analyze the data. - Created a Tableau dashboard with a number of visualizations using analyzed data from the sheet.