Hey, there
Welcome to Golden Hour Recipes, a space where I document my journey through creating engaging and business-oriented Machine Learning and Data Science projects, alongside sharing my favorite snapshots of life in L.A.
Becoming an Angeleno
In this post, I share my process of extracting, loading, and transforming data to upload to a database.
Tools: PostgreSQL, MLB Data API, Python
Will Google Lose Their Monopoly on Search?: Key Takeaways from the February Tech on Tap Panel
Insights from Leveraging New AI Search Behaviors for Lead Generation event hosted by Glendale Tech.
Financial Analysis of Alphabet Inc.
I start to build a LSTM and sentiment prediction model for Alphabet’s stock.
Tools: Python, TensorFlow, BERT, NLP
Churn Baby Churn
A mini project where I conduct conduct customer churn analysis on the modified dataset from my Bots are pretty cool. post.
Tools: PostgreSQL, Python, scikit-learn, pandas, sqlalchemy
Historians Can Predict the Future
I built models to predict customer review sentiment—because predicting the future starts with understanding the present.
Tools: Python, scikit-learn, TensorFlow, Flask, Docker, AWS
Gallery of Graphs: Coffee Sales Data
Follow-up to Bots are pretty cool.: I created visualizations using the data pulled by the web-scraping bot.
Tool: Power BI
Bots are pretty cool.
I created a bot to automate reporting, inspired by my experience searching YouTube for the perfect dataset.
Tools: Python, Microsoft Excel, Selenium, xlwings, Docker, AWS