Deepa Mathur

Software Engineer

Pune, Maharashtra, India9 yrs 4 mos experience
Highly StableAI Enabled

Key Highlights

  • Led design of AI-powered validation platforms.
  • Improved release cycle efficiency by ~60%.
  • Established automation as critical for release decisions.
Stackforce AI infers this person is a SaaS Test Development Engineer with expertise in automation and AI-driven quality systems.

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Skills

Core Skills

Test AutomationAi-powered ValidationSoftware Development

Other Skills

Design PatternsArtificial Intelligence (AI)Test Automation ToolsPythonC++CI/CDTest Automation FrameworksAcceptance Test-Driven Development (ATDD)Operating SystemsComputer HardwareRegression TestingQuality ManagementOrganizational LeadershipPublic SpeakingTeam Management

About

Senior Test Development Engineer with 9+ years of experience driving end-to-end quality engineering, automation strategy, and release governance in high-performance systems. I specialize in building scalable test architectures and transforming validation into a strategic, data-driven function. My work sits at the intersection of systems engineering, automation, and AI—where I’ve led the design of robust C++/NVAPI-based frameworks, integrated large-scale CI/CD pipelines, and established automation as a critical input for release GO/NO-GO decisions. More recently, I’ve been focused on bringing intelligence into quality systems. I’ve designed and deployed AI-powered validation platforms, including LLM-backed services (FastAPI, vLLM), enabling automated triage, root cause analysis, and large-scale validation of AI outputs. These systems have significantly improved release efficiency, reduced debugging effort, and enabled faster, insight-driven decision-making. I enjoy solving complex system design challenges—whether it’s scaling validation infrastructure, optimizing performance, or designing maintainable architectures. Beyond the technical side, I take pride in leading cross-functional initiatives, aligning Dev, QA, and Product teams around measurable quality outcomes and shared engineering goals.

Experience

9 yrs 4 mos
Total Experience
9 yrs 4 mos
Average Tenure
9 yrs 4 mos
Current Experience

Nvidia

2 roles

Senior Test Development Engineer

Promoted

Mar 2025Present · 1 yr 2 mos

  • Lead end-to-end test architecture, automation strategy, and release quality governance across programs
  • Designed and scaled C++/NVAPI-based automation frameworks integrated with CI/CD pipelines
  • Improved release cycle efficiency by ~60% by eliminating manual bottlenecks and strengthening automation coverage
  • Implemented shift-left quality gates (pre-submit automation), reducing defect leakage by ~25–35%
  • Built AI-powered validation systems using LLMs (FastAPI, vLLM) for intelligent test workflows and evaluation
  • Developed automated triage, RCA, and bug summarization pipelines, reducing debugging effort by ~20–30%
  • Deployed scalable LLM services for internal tools, enhancing validation efficiency and decision-making
  • Created sentiment analysis pipelines leveraging external user data to drive proactive quality improvements
  • Partnered with Dev, QA, and Product teams to define KPIs, release criteria, and GO/NO-GO decisions
  • Enhanced observability and analytics for faster root cause identification and system insights
  • Drove system design best practices, scalability, and performance optimization across validation infrastructure
Software DevelopmentDesign PatternsTest AutomationAI-powered Validation

Software Quality Assurance Engineer

Jan 2017Mar 2025 · 8 yrs 2 mos

Sweetsinbox.com - the online halwai

Operations Management Intern

May 2015Jul 2015 · 2 mos · Pune/Pimpri-Chinchwad Area

Education

Modern Education Society's College Of Engineering

Engineer's Degree — Computer Engineering

Jan 2010Jan 2014

Lala Lajpatrai Institute Of Management

Master of Business Administration (M.B.A.) — Operations Management

Jan 2014Jan 2016

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