Sample Portfolio for Beecher Adams

Welcome to my portfolio! Below you will find links to sample business analytics and data science projects I've worked on.

We are truly living in extraordinary times. With the first appearance of ChatGPT in Nov 2022 and the continual improvement of these LLMs, the productivity of the knowledge worker has been turbo-charged. The assistance of ChatGPT has dramatically improved how fast I can solve business problems using coding languages I know well such as R, Python, and SQL. But it has also allowed me to develop solutions in code I didn't know well such as web development (HTML, CSS, JavaScript, PHP, etc.). Luckily for us humans, these LLMs can't easily produce the final solution in a single-shot yet, but still often require painstaking back-and-forth effort with the LLM helper to achieve the final result. However, it will be fascinating to watch (and leverage) how AI evolves in the coming years.

• Full Stack Web Application for Factory Module Map
• Sample Tableau Dashboards
• Sample Power BI Dashboards
• Sample Snowflake Snowpark Python Project
• Python Script to Automate Weekly Summary of Team Accomplishments
• Python Script to Automate Generation of a PowerPoint Chart
• Navigation Web Site for Tableau Server based Dashboards
• Data Science Capstone: R Shiny App Next Word Predictor (Overview Presentation)
• Proposal Prepared for Customer Churn Analysis using ML
• Python Foundations Project
• Machine Learning Project: Decision Tree Classifier for Bank Personal Loan Campaign
• Advanced Machine Learning Project: Credit Card Users Churn Prediction
• Neural Network (TensorFlow) Project: Bank Customer Churn
• Computer Vision (CNN) Project: Plants Seedling Classification
• Natural Language Processing (NLP) Project: Stock Market News Sentiment Analysis and Summarization
• Recommendation System Project using Simple Popularity and Collaborative Filtering Methods
• Machine Learning Model Deployment using Docker and Kubernetes on Azure
• Sample Product Requirements Document for Tennis and Pickleball Scoring Solution (work-in-progress)