Sejal Dua – Medium

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Sejal Dua
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Towards Data Science

Optimizing Super Bowl Squares with Linear Programming

A sudoku-inspired approach to minimizing competitive advantage

10 min readFeb 6, 2024

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Optimizing Super Bowl Squares with Linear Programming

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Sejal Dua
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Towards Data Science

The Intersection of Geocoding and Art with Open Street Map and Networkx

Analyzing city street maps using Python plots and network metrics

8 min readJan 16, 2024

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The Intersection of Geocoding and Art with Open Street Map and Networkx

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Sejal Dua
in
Python in Plain English

Sneakerhead Sudeikis: A Pythonic Tour of Ted Lasso’s Finest Kicks

Scraping a WordPress site to visualize and estimate the value of Ted Lasso’s sneaker portfolio

9 min readJun 29, 2023

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Sneakerhead Sudeikis: A Pythonic Tour of Ted Lasso’s Finest Kicks

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Sejal Dua
in
Towards Data Science

Running with Pandas AI: an Exploration of the Boston Marathon

Striding through the Boston Marathon Winners dataset from start to finish line

9 min readMay 22, 2023

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Running with Pandas AI: an Exploration of the Boston Marathon

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Sejal Dua
in
Towards Data Science

A Deep Dive into Wordle, the New Pandemic Puzzle Craze

Evaluating different heuristics to determine the most effective solving strategy and building an AI-powered assistant tool to help you win

12 min readJan 23, 2022

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A Deep Dive into Wordle, the New Pandemic Puzzle Craze

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Sejal Dua
in
Towards Data Science

Dynamic Topic Modeling with BERTopic

Digesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 3)

9 min readOct 3, 2021

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Dynamic Topic Modeling with BERTopic

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Sejal Dua
in
Towards Data Science

NLP Preprocessing and Latent Dirichlet Allocation (LDA) Topic Modeling with Gensim

Digesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 2)

15 min readSep 9, 2021

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NLP Preprocessing and Latent Dirichlet Allocation (LDA) Topic Modeling with Gensim

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Sejal Dua
in
Towards Data Science

Extracting Metadata from Medium Daily Digest Newsletters via Gmail API

Digesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 1)

12 min readAug 19, 2021

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Extracting Metadata from Medium Daily Digest Newsletters via Gmail API

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Sejal Dua
in
Python in Plain English

From Jogging to Sprinting: A Guide to Seaborn Visualizations

Creating relational plots, categorical plots, and GitHub-style heatmaps with my Peloton workout data

14 min readAug 11, 2021

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From Jogging to Sprinting: A Guide to Seaborn Visualizations

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Sejal Dua
in
Towards Data Science

Studying up for the Tokyo 2021 Olympics with SQL

Querying a PostgreSQL Database with Python, displaying results with Pandas, and visualizing with Matplotlib

18 min readJul 20, 2021

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Studying up for the Tokyo 2021 Olympics with SQL

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Sejal Dua

Sejal Dua

Data Scientist @ Nike | Previously @ IBM Watson Health | Writing about Python, ML, NLP, Data Visualization, Music, and Sports | sejaldua.com

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