PinnedSejal DuainTowards Data ScienceOptimizing Super Bowl Squares with Linear ProgrammingA sudoku-inspired approach to minimizing competitive advantage·10 min read·Feb 6, 2024--4--4
PinnedSejal DuainTowards Data ScienceThe Intersection of Geocoding and Art with Open Street Map and NetworkxAnalyzing city street maps using Python plots and network metrics·8 min read·Jan 16, 2024--2--2
Sejal DuainPython in Plain EnglishSneakerhead Sudeikis: A Pythonic Tour of Ted Lasso’s Finest KicksScraping a WordPress site to visualize and estimate the value of Ted Lasso’s sneaker portfolio·9 min read·Jun 29, 2023----
Sejal DuainTowards Data ScienceRunning with Pandas AI: an Exploration of the Boston MarathonStriding through the Boston Marathon Winners dataset from start to finish line·9 min read·May 22, 2023--1--1
Sejal DuainTowards Data ScienceA Deep Dive into Wordle, the New Pandemic Puzzle CrazeEvaluating different heuristics to determine the most effective solving strategy and building an AI-powered assistant tool to help you win·12 min read·Jan 23, 2022--4--4
Sejal DuainTowards Data ScienceDynamic Topic Modeling with BERTopicDigesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 3)·9 min read·Oct 3, 2021--2--2
Sejal DuainTowards Data ScienceNLP Preprocessing and Latent Dirichlet Allocation (LDA) Topic Modeling with GensimDigesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 2)·15 min read·Sep 9, 2021----
Sejal DuainTowards Data ScienceExtracting Metadata from Medium Daily Digest Newsletters via Gmail APIDigesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 1)·12 min read·Aug 19, 2021----
Sejal DuainPython in Plain EnglishFrom Jogging to Sprinting: A Guide to Seaborn VisualizationsCreating relational plots, categorical plots, and GitHub-style heatmaps with my Peloton workout data·14 min read·Aug 11, 2021----
Sejal DuainTowards Data ScienceStudying up for the Tokyo 2021 Olympics with SQLQuerying a PostgreSQL Database with Python, displaying results with Pandas, and visualizing with Matplotlib·18 min read·Jul 20, 2021--1--1