Category: Python
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News Aggregator
https://github.com/jaymasl/news_aggregator This is a Python Flask-based web application that aggregates and displays news articles from multiple RSS feeds. The app allows users to view articles from different news sources, search for specific articles, and load more content dynamically as they scroll. Cached articles are automatically refreshed in the background.
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Web Image Processor
This anonymized script automates the process of fetching, analyzing, and storing public images. It extracts EXIF metadata and image tags, storing the results in a DuckDB database. The script also includes duplicate detection and robust error handling. https://github.com/jaymasl/web_image_processor
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Bellabeat Capstone Project
This project analyzes fitness tracking data from 35 Bellabeat Leaf users to identify usage trends and inform marketing strategies. https://fit.jaykrown.com https://github.com/jaymasl/bellabeat
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Cyclistic Analysis Project
This capstone project represents the culmination of my Data Analytics certificate program. It has provided me with an invaluable learning experience and effectively showcases my skills. The project is hosted on my website as a Flask application and is based on real-world historical data from the Divvy bike-sharing system in Chicago. https://bike.jaykrown.com https://github.com/jaymasl/cyclistic
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Image Recognition Python + LLaVA
I used LLaVA and GPT-4o to successfully identify an image’s prime keywords, returning an ordered list of descriptors. “This script utilizes LLaVA (Large Language and Vision Assistant) to identify images based on keyword descriptors, iterating 35 times by default. It generates two outputs: a list of primary keywords and a corresponding list indicating the frequency…
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National Store Chain Query DuckDB
https://github.com/jaymasl/duckdb-database-work/tree/master/national-store-chain Script output: A clearly well formatted list showing the top performing stores, total sales, most sold product, unit price, product cost, and profit. This was retrieved from 20,000 lines of sales data in Sales.csv.
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Creating and querying a database with DuckDB
This was a basic test using DuckDB and Python to create and query a database. The repository is here: https://github.com/jaymasl/duckdb-create-database. First database-create.py creates a table and takes in a movie-data.csv, it then cleans the Budget and Revenue to be formatted as FLOAT datatype: Then database-query.py queries the database to find all the movies between the…
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Image Similarity App
I have successfully created my first functional Flask app which is now live on my website at the subdomain https://app.jaykrown.com. The application accepts two image uploads and returns a percentage based on the similarity of the two images. If you upload the same image twice it will always return 100%. If you upload an image…
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Detect image similarity
This outlines my experience using AI to aid me in writing a Python script that determines the raw similarity of two images. Prompt: Python script:
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Extract prompt from EXIF with Reg Ex
This is a process starting with an AI image generated using ComfyUI and extracting the prompt into a JSON format using Python. This demonstrates my understanding of fundamental concepts such as regular expressions, different file formats, and python syntax. Python script: Output: