Shane Pittman

AI-Enhanced QA Engineer & Automation Specialist

Introduction Video

About Me

Shane Pittman

Forward-thinking technology professional with extensive QA expertise and emerging AI implementation skills. Currently leading AI-enhanced testing initiatives using machine learning, NLP, and RAG systems.

Experienced across multiple platforms (Windows, Mac, Linux, Android) and environments (on-premise, cloud), with a proven record of improving processes through automation and AI-driven tools.

Known for quickly adapting to new technologies, bridging QA fundamentals with cutting-edge AI capabilities, and delivering data-driven, scalable solutions.

Featured Projects

Test Overlap Analyzer

Python-based tool using TF-IDF vectorization and cosine similarity to identify duplicate test cases across 750+ automated tests

Pythonscikit-learnTF-IDFNLP
View on GitHub

AI-Powered Log Analysis Tool

Automated root cause detection system using OpenAI APIs and clustering algorithms for streamlined troubleshooting

PythonOpenAI APIK-Means Clusteringpandas
View on GitHub

RAG AI System

Vector database-powered AI retrieval system for automated test documentation and knowledge management

PythonRAGVector DBLangChain
View on GitHub

Experience

Software Quality Engineer

DXC Luxoft (Contracted to SiriusXM)

June 2023 - Present

  • Lead AI-driven automation and RAG AI system development
  • Developed Test Overlap Analyzer processing 750+ tests
  • Created AI-Powered Log Analysis Tool for root cause detection

Senior QA Analyst

Lakeside Software

June 2016 - April 2023

  • Led production testing across Linux, Mac, Windows, and Android
  • Developed automation scripts in Python and PowerShell
  • Managed Jira/Xray and Agile QA processes

Technical Skills

AI & Machine Learning

NLPTF-IDFK-Means ClusteringRAG AIOpenAI API

Testing & QA

Regression TestingExploratory TestingBDD ScriptsAutomation

Programming

PythonPowerShellSQLTypeScript

Tools & Platforms

JiraXrayGit/GitHubAzureAWS