Data Science Portfolio

Michael Walker

Data Analyst & Cofounder at Teal Harbor Properties
Bellingham WA, USA

About Me

I work at the intersection of data, engineering, and innovation. I’ve led R&D teams in semiconductors and co-founded a real estate company that uses predictive modeling. Most recently I’m exploring machine learning and generative AI, especially how these tools intersect with industry.

Technical Skills

Programming & Data Science

Python SQL Tableau Pandas Numpy Matplotlib Scikit-learn Keras TensorFlow

Web Development & Tools

HTML Streamlit Dash Flask Docker GitHub Jupyter Notebook AWS (EC2)

Sections

Specializations

INTERACTIVE DASHBOARDS

Create real-time visualizations to bring data insights to life using Dash + Streamlit.

MACHINE LEARNING

Build sophisticated models in Python to enable predictive analytics and workflow automation.

A/B TESTING

Measure the effects of new features through data-driven experimentation and analysis.

DATA PIPELINES

Gather and organize reliable data sources from APIs and web scrapers, streamlining analysis.

Featured Projects (click project for app)

GlucoPredict

Developed a machine learning system to predict glucose levels using digital biomarkers and demographic data, enabling proactive health monitoring.

Python Pandas Scikit-learn XGBoost RandomForest

GitHub

NeuroVision

Advanced CNN-based system for analyzing neurological images, providing automated detection and classification of neural patterns.

Python TensorFlow Keras OpenCV CNN