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dhruv0111/README.md

Hi there 👋

Dhruv Sharma — SDET | Reliability & AI-Driven Testing Systems

About Me

I am an AI Engineer and Applied AI Researcher working at the intersection of Artificial Intelligence and Software Engineering.

My work focuses on building intelligent, data-driven systems that improve decision-making, efficiency, and reliability in real-world software workflows.

This repository hosts my personal engineering portfolio focused on:

  • AI-driven test prioritization
  • Reliability-first automation systems
  • Production incident postmortems
  • Testing strategies for AI systems

🔗 Live Portfolio: https://dhruv0111.github.io/Dhruv-Sharma-portfolio/

What You’ll Find

  • System design case studies
  • Real-world incident analysis
  • AI testing philosophy
  • Recruiter-friendly summary

Why This Matters

I design testing systems that reduce production risk and help teams ship faster with confidence.

Research Interests

  • AI-assisted Software Engineering
  • Intelligent Test Case Prioritization
  • Learning-based Decision Systems
  • Applied Machine Learning for Engineering Productivity

Featured Research Projects

AI-driven Test Intelligence System

Explores learning-based prioritization and analysis of software testing workflows with emphasis on reproducibility and practical applicability.

AI-based Test Case Prioritization (Ongoing)

Designing adaptive prioritization strategies for large and evolving test suites using machine learning models.

Research Philosophy

I aim to build research artifacts that are:

  • Reproducible
  • Extensible
  • Industry-relevant

Collaboration

I am open to:

  • Research Assistant (RA) opportunities
  • Academic–industry research collaboration
  • Applied research roles in AI and ML

Contact

LinkedIn: https://www.linkedin.com/in/dhruv-sharma-ai/
Email: dhruvsharmaaugust2003@gmail.com

Pinned Loading

  1. AI-Based-Test-Case-Prioritization-Using-Defect-Risk-Prediction AI-Based-Test-Case-Prioritization-Using-Defect-Risk-Prediction Public

    AI-based test case prioritization framework combining ML-driven defect risk prediction with test automation. Defect probabilities are estimated at module level using static code metrics and mapped …

    Jupyter Notebook

  2. software-defect-prediction-ml-test-automation software-defect-prediction-ml-test-automation Public

    Machine learning-based software defect prediction to support test automation (Zenodo DOI linked).

    Jupyter Notebook