Skills

Here, I list skills and tools that I have experience with. I mostly only kept items that I have significant, first-hand experience with. You may think it's unbelievable I'd have this many disparate skills - if you have that thought, check out my blog post about My Skills Page.

Machine Learning

• ⬤⬤⬤⬤◯ Supervised and Unsupervised Methods: sk-learn
• ⬤⬤⬤◯◯ Natural Language Processing (NLP)
• ⬤◯◯◯◯ Tensorflow

Data Analysis

• ⬤⬤⬤⬤⬤ Python
• ⬤⬤⬤⬤◯ R
• ⬤⬤⬤⬤◯ SQL
• ⬤⬤⬤⬤◯ A/B Testing & Product Experimentation
• ⬤⬤⬤◯◯ Statistics
• ⬤⬤◯◯◯ Spark

Data Visualization

• ⬤⬤⬤⬤⬤ Power BI/Excel
• ⬤⬤⬤⬤◯ Adobe Illustrator (Vector Graphics)
• ⬤⬤⬤◯◯ MatPlotLib/Seaborn (Python)
• ⬤⬤⬤◯◯ D3js (JavaScript)
• ⬤⬤⬤◯◯ GGPlot2 (R)
• ⬤⬤◯◯◯ Spotfire
• ⬤◯◯◯◯ Tableau

Cloud Computing

• ⬤⬤⬤⬤◯ Microsoft Azure
• ⬤⬤⬤◯◯ Google Cloud Platform
• ⬤⬤⬤◯◯ Linux (Ubuntu)

DevOps & MLOps

• ⬤⬤⬤⬤⬤ Azure DevOps/Team Foundation Server (TFS)
• ⬤⬤⬤⬤◯ Git
• ⬤⬤⬤⬤◯ Automating ML & Website Deployments
• ⬤⬤⬤◯◯ ML Production Monitoring
• ⬤⬤⬤◯◯ TeamCity
• ⬤⬤⬤◯◯ Octopus Deploy

Web & Applications

• ⬤⬤⬤⬤◯ Website Development: C#/.NET, React, PHP, JavaScript
• ⬤⬤⬤⬤◯ REST API Development: C#/.NET, Azure Functions, Python
• ⬤⬤⬤◯◯ Website Crawling/Scraping: Selenium, Python
• ⬤⬤⬤⬤⬤ Website Hosting: Windows/IIS, Linux/Apache, Azure/App Service
• ⬤⬤⬤⬤◯ Content Delivery Network (CDN)

Martech

• ⬤⬤⬤⬤⬤ Marketing Automation Systems (Marketo, ClickDimensions, ExactTarget, Hubspot)
• ⬤⬤⬤⬤⬤ Content Management Systems (Kentico, Magento, Contentful, Strapi)
• ⬤⬤⬤⬤⬤ Google Analytics (Website Analytics)
• ⬤⬤⬤⬤⬤ Google Tag Manager (Website Analytics)
• ⬤⬤⬤⬤⬤ Google Optimize (Website A/B Testing & Personalization)
• ⬤⬤⬤⬤⬤ Bizible (Attribution)
• ⬤⬤⬤⬤⬤ Infinity Call Tracking (Website call tracking)
• ⬤⬤⬤⬤⬤ Google Ads (Advertising)
• ⬤⬤⬤⬤⬤ Google Search Console (SEO)
• ⬤⬤⬤⬤⬤ SEMRush (SEO)
• ⬤⬤⬤⬤◯ Microsoft Dynamics (Customer Relationship Management (CRM))
• ⬤⬤⬤⬤◯ AHREFS (SEO)
• ⬤⬤⬤⬤◯ ScreamingFrog (SEO, Crawler)
• ⬤⬤⬤⬤◯ Email Development & Analysis
• ⬤⬤⬤⬤◯ Social Media Advertising (Facebook, LinkedIn)
• ⬤⬤⬤◯◯ Bing Ads (Advertising)

Education

College

I received a Bachelor of Science degree in Chemistry, Cum Laude from San Diego State.

Additional Education

I've also taken more than 30 courses in software engineering, data analytics, data science, and web development on various online platforms like Coursera, ed-x, iTunes U. I've also taken some classes in-person at Clark College in Vancouver, WA.

• Advanced Orchard (.NET MVC CMS) (Pluralsight)
• Building a Web App with ASP.NET Core, MVC 6, EF Core, and Angular (Pluralsight)
• C# Fundamentals: Development for Beginners (Microsoft Virtual Academy)
• Customer Analytics (Wharton/UPenn)
• Database Fundamentals (SQL Server) (Microsoft Virtual Academy)
• Designing, Running, and Analyzing Experiments (UC San Diego)
• Digital Logic Design (Clark College)
• Essentials of Developing Windows Store Apps using C# (Microsoft Virtual Academy)
• Ethical Hacking: Understanding Ethical Hacking (Pluralsight)
• Google Analytics IQ Prep (Google)
• Google Analytics: Mobile App Analytics Fundamentals (Google)
• Google Cloud Platform Big Data and Machine Learning Fundamentals (Google)
• Intro to Statistics: Descriptive Statistics (UC Berkeley)
• Intro to Statistics: Inference (UC Berkeley)
• Intro to Statistics: Probability* (UC Berkeley)*
• Introduction to Computer Science (Clark College)
• Introduction to Finance (University of Michigan)
• Introduction to Networks* (University of Washington)*
• Introduction to Virology (Columbia University)
• Linear Algebra (Clark College)
• Machine Learning (Stanford)
• Mining Massing Datasets (Stanford)
• One ASP.NET From Scratch (Pluralsight)
• Principles of Economics for Scientists (Caltech)
• Programming Languages (SML, Scheme, Ruby) (University of Washington)
• Programming Methodology (Java) (Stanford)
• Python for Data Science (UC San Diego)
• The Analytics Edge (R, Machine Learning) (MIT)

Projects