Projects in Awesome Lists by MarkPhamm
A curated list of projects in awesome lists by MarkPhamm .
https://github.com/markphamm/british-airway
An end-to-end analytics project analyzing customer experiences with British Airways. Includes ETL pipelines, data cleaning, exploratory analysis, and predictive modeling. Features a Streamlit dashboard for visualizing insights and recommendations, integrated with a RAG-powered chatbot using ChromaDB and PyGwalker for custom visualization
Last synced: 12 Apr 2025
https://github.com/markphamm/alcon-financial-assistant
Alcon Financial Analysis: An interactive dashboard showcasing dynamic financial metrics, KPIs, and competitor comparisons. Powered by a RAG-based chatbot for real-time insights from financial reports and industry data, enabling data-driven decisions and strategic market positioning for Alcon.
financial pygwalker rag streamlit
Last synced: 12 Apr 2025
https://github.com/markphamm/stats-calculator
A user-friendly app for performing various statistical analyses. Easily calculate and visualize key statistics including mean, median, standard deviation, and more. Ideal for quick and accurate data analysis.
gradient-descent statistics streamlit
Last synced: 20 Mar 2025
https://github.com/markphamm/linux
Learning Linux commands so I can do some actual engineering
Last synced: 18 Apr 2025
https://github.com/markphamm/dbt-exposures
Define and describe downstream uses of your dbt project
Last synced: 12 Apr 2025
https://github.com/markphamm/british-airways-transformation
dbt - Airflow transformation pipelines for British Airways project
Last synced: 12 Apr 2025
https://github.com/markphamm/jaffle-stripe-transformation-pipeline
dbt pipeline transforming Jaffle Shop (e-commerce) & Stripe data into analytics-ready models. Built with modular layers, tests, and docs.
Last synced: 12 Apr 2025
https://github.com/markphamm/dbt-advance-testing-and-deployment
Advanced dbt testing techniques and deployment workflows with CI/CD best practices.
Last synced: 12 Apr 2025
https://github.com/markphamm/obt-modelling
One big table modelling technique with complex datatypes in Snowflake like array, object, map, and variant
Last synced: 12 Apr 2025
https://github.com/markphamm/dbt-refactoring-sql-for-modularity
Refactoring SQL for Modularity
Last synced: 12 Apr 2025
https://github.com/markphamm/dbt-fundamental
Repo for learning DBT with Snowflake, featuring projects and models for data transformation and automation
Last synced: 01 Apr 2025
https://github.com/markphamm/leetcode
Daily LeetCode solutions in Python, SQL, and more – featuring efficient algorithms, clean code, and a variety of problem-solving techniques.
Last synced: 20 Mar 2025
https://github.com/markphamm/learn-ml-dl
Machine Learning and Deep Learning Algorithm in INSC 30283 and INSC 30273, O'reily Book, and many more
Last synced: 20 Mar 2025
https://github.com/markphamm/british_airways_transformation
Data transformation project leveraging Snowflake, dbt, Airflow, and Astronomer to implement Kimball’s star schema for dimensional modeling of British Airways review data. Automates pipelines for transformation and orchestration, with CI/CD powered by GitHub Actions.
Last synced: 05 May 2025
https://github.com/markphamm/git-github
A practical reference guide to help you understand and navigate the most commonly used Git commands — from setup to collaboration.
Last synced: 05 May 2025
https://github.com/markphamm/pandas-tutorial
🐼 A practical pandas cheatsheet with examples. Includes grouped syntax by category (inspection, manipulation, aggregation, joins, datetime, nulls) and a sample DataFrame to test all operations — perfect for interviews, studying, or daily reference.
Last synced: 05 May 2025
https://github.com/markphamm/docker
A hands-on repository documenting my journey learning Docker — from container basics to building and orchestrating real-world applications.
Last synced: 05 May 2025
https://github.com/markphamm/data_pipeline_cicd
Automated CI/CD pipeline for data workflows using GitHub Actions, enabling version control, testing, and deployment of data pipelines across environments.
Last synced: 05 May 2025
https://github.com/markphamm/dbt_orchestration_template
A reusable template for orchestrating dbt transformations on Snowflake using Apache Airflow with Astronomer. Ideal for building scalable, automated data pipelines in a modern cloud data stack.
airflow astronomer dbt snowflake
Last synced: 05 May 2025
https://github.com/markphamm/python-segment-shopping-customers
This project segments mall customers using K-Means clustering to identify key shopping groups based on income, age, and shopping score. It includes data preprocessing, cluster analysis, and visualization with Python libraries such as Pandas, Seaborn, and Scikit-learn.
customer-segmentation kmeans-clustering machine-learning
Last synced: 20 Mar 2025
https://github.com/markphamm/adventureworks-analytics
This project analyzes AdventureWorks Cycles' data to enhance revenue. It includes data cleaning, descriptive and diagnostic analysis, and predictive modeling using SQL Server, Python, and PowerBI. Interactive dashboards and real-time updates support strategic decision-making and trend discovery.
Last synced: 20 Mar 2025
https://github.com/markphamm/dbt-advanced-materializations-and-jinja-macros
Exploring custom materializations and dynamic SQL with advanced Jinja macros in dbt.
dbt jinja macros materialization
Last synced: 12 Apr 2025
https://github.com/MarkPhamm/Alcon-Financial-Assistant
Alcon Financial Analysis: An interactive dashboard showcasing dynamic financial metrics, KPIs, and competitor comparisons. Powered by a RAG-based chatbot for real-time insights from financial reports and industry data, enabling data-driven decisions and strategic market positioning for Alcon.
financial pygwalker rag streamlit
Last synced: 04 Mar 2025
https://github.com/markphamm/learn-airflow
A hands-on repository for learning Apache Airflow, covering DAG creation, scheduling, task dependencies, and XComs. Includes practical examples, best practices, and real-world use cases to master workflow automation. 🚀
Last synced: 12 Apr 2025