OR

Oscar Rieken

Principal SDET | AI/ML Integration Specialist

📍 New Orleans, LA 📧 oriekenjr@gmail.com 📱 +1 504 723 4720
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0
Years Experience
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0
Teams Mentored
⚡
0
SDETs Led
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0
Languages

Technical Expertise

🤖 AI/ML Integration

GPT-4 & RAG Models 95%
Vector Databases (Qdrant) 90%
TensorFlow & PyTorch 85%
OpenAI API Integration 92%

🧪 Testing & Automation

Playwright & Selenium 98%
Cucumber/BDD 95%
CI/CD Pipelines 93%
Performance Testing (k6) 88%

💻 Programming Languages

TypeScript/JavaScript 96%
Python 94%
Java 90%
Go 85%

☁️ DevOps & Cloud

Kubernetes & Docker 92%
AWS/Azure/GCP 87%
OpenTelemetry 90%
Terraform & IaC 83%

Career Journey

2020 - Present

Principal SDET

ADP

  • 🚀 Led AI/ML integration reducing debugging time by 60-80%
  • 🤖 Built Friday Test Analysis Platform with GPT-4 and vector databases
  • 👥 Mentored 90+ teams across multiple business units
  • ⚡ Architected polyglot SDK framework (Java, Python, TypeScript, Go)
AI/ML Playwright Python Kubernetes
2018 - 2020

Senior SDET

ADP

  • 📱 Led accessibility testing suite to top 5 business apps
  • 🔧 Developed custom Playwright framework with real-time telemetry
  • 📊 Implemented comprehensive CI/CD monitoring ecosystem
  • 🎯 Achieved 95% test automation coverage
Selenium Jenkins Docker Axe-core
2015 - 2018

SDET II

Previous Companies

  • 🧪 Built end-to-end test automation frameworks
  • 📈 Improved test coverage from 40% to 85%
  • 🔄 Established CI/CD best practices
  • 💡 Introduced BDD methodology to teams
Java TestNG REST API SQL
2007 - 2015

QA Engineer → SDET

Various Organizations

  • 🎓 Transitioned from manual to automation testing
  • 🛠️ Developed first automation frameworks
  • 📚 Mastered multiple programming languages
  • 🌟 Established foundation in software quality
Manual Testing Automation Agile SDLC

Measurable Impact

⚡
60-80%
Debugging Time Reduction
Through AI-powered test analysis platform
📱
Top 5
App Store Ranking
ADP mobile apps via accessibility testing
🎯
95%
Test Coverage
Across enterprise applications
🚀
40%
CI/CD Time Savings
Via ML-powered test prediction

Signature Projects

🔍
Live

Friday Test Analysis Platform

AI-powered test intelligence with semantic search, GPT-4 root cause analysis, and real-time dashboards

60-80% Time Saved
1000+ Tests Analyzed
Python FastAPI Qdrant GPT-4
🎓
Production

Visualize Patterns & Algorithms

Interactive code academy with 55+ topics, AI assistance, and gamification for CS fundamentals

55+ Topics
4 Categories
Vue 3 TypeScript Monaco OpenAI
🌐
Production

Mastermind Polyglot SDK

Multi-language SDK framework with unified BDD testing and comprehensive observability

4 Languages
100% Coverage
Go Java Python TypeScript
🧪
Active Dev

Saturday Framework

AI-native test automation with ML-powered self-healing and automatic k6 script generation

159 Tests Passing
Auto Self-Healing
Playwright TypeScript Go k6

Education & Continuous Learning

🎓

Continuous Professional Development

18+ years of hands-on experience with cutting-edge technologies

AI/ML Integration Test Automation DevOps Practices Leadership
📚

Technical Expertise

Mastery across multiple domains and technologies

7 Programming Languages Cloud Platforms ML Frameworks Testing Tools
🏆

Industry Recognition

Proven track record of delivering exceptional results

Top 5 App Store 90+ Teams Mentored Enterprise Scale Innovation Leader