6th December 2025
10:30 AM - 01:30 PM IST
6th December 2025
10:30 AM - 01:30 PM IST
QED42
Innov8 Coworking Space, Suman Business Center, 102, Kalyani Nagar, Pune, Maharashtra 411014
This session explores how to test AI systems – especially RAG-based applications—using a scenario-driven and business-focused approach. We begin with a quick introduction to RAG and why traditional QA doesn’t work for AI models prone to hallucinations and safety violations. A simple test case demonstrates basic correctness and relevancy evaluation, followed by a deeper dive into a practical Scenario-Driven AI Testing Framework. You’ll learn how to convert business use cases into structured scenarios, generate dynamic test cases, and validate responses using correctness metrics and guardrail checks like PII protection, refusal behavior, toxicity, and jailbreak detection. The session concludes with an optional demo using Ollama or OpenAI, showing how QA teams can adopt this lightweight framework immediately.
AI & QA Engineering | React & JS Developer | Google Bug Hunter Awardee
Nityanand brings a unique mix of web development (React, JS, APIs) and QA engineering expertise to AI testing. He has been recognized by Google and Meta for security research and contributes to Selenium open-source. His work centers on building practical frameworks for AI safety, RAG evaluation, and scenario-driven testing that help QA teams confidently validate modern AI applications.
This session explores how to test AI systems – especially RAG-based applications—using a scenario-driven and business-focused approach. We begin with a quick introduction to RAG and why traditional QA doesn’t work for AI models prone to hallucinations and safety violations. A simple test case demonstrates basic correctness and relevancy evaluation, followed by a deeper dive into a practical Scenario-Driven AI Testing Framework. You’ll learn how to convert business use cases into structured scenarios, generate dynamic test cases, and validate responses using correctness metrics and guardrail checks like PII protection, refusal behavior, toxicity, and jailbreak detection. The session concludes with an optional demo using Ollama or OpenAI, showing how QA teams can adopt this lightweight framework immediately.
1. Why AI acceleration will increase, not reduce, demand for testing
2. How QA must evolve when dynamic agentic interfaces replace static UI flows
3. Why code generated by machines still requires human-driven validation to protect user experience and trust
4. Testing strategies for high-variability, unpredictable, personalised software behaviour.
5. New skills and tooling testers need to thrive in the AI-First decade
6. A blueprint for positioning QA as a strategic safeguard — not a post-development function
Swapnil Kotwal is a Sr. Staff Software Engineer at SailPoint who has spent his career solving the messy reality of quality at scale — from microservices and CI/CD pipelines to E2E automation and DevOps. Today, he explores how AI will disrupt software development and why human-centric testing will matter more than ever in the decade ahead.
How adopting Cloud-based Test Data Management can streamline testing processes, improve resource utilization, and accelerate software delivery.
What an adopting AI and ML in Test Data Provisioning can revolutionize the way organizations generate, manage, and provision test data.
1. Test Data Management On Cloud
2. AI-ML In Test Data Management World
Avadhoot is an IT professional with 20+ years of experience in the Technology Leadership, Product Engineering, Project & Program Management. He has vast experience in the areas of operationalizing Technology Competency Center set-up along with program management in multiple industry domains. His predominant experience is in the areas of Test Data Management, Data Visualization, Data Privacy, Complex Data Analysis, Data Migration, Data Warehouse, Business Intelligence etc. In EPAM, Avadhoot is playing role of Technology Consulting Manager and leads Test Data Management Competencies Globally. He is based out of Pune and is working out of EPAM Pune office.
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The Test Tribe is the World’s Largest Software Testing Community turned EdTech Startup. Started in 2018 with a mission to give Testing Craft the glory it deserves while we co-create Smarter, prouder, and confident Testers.
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Join the 18th software testing meetup in Pune by The Test Tribe happening on 27th May, 2023. Learn about Playwright - Strengthening E2E Test Automation and much more.
Event Type: Event
Event Attendance Mode: OfflineEventAttendanceMode
Event Status: EventScheduled
Performer: Organization
Performer Name: The Test Tribe
Performer URL: www.thetesttribe.com
Start Date: 2025-12-15 18:39
End Date: 2025-12-15 18:39
Ticket URL: https://www.townscript.com/v2/e/the-test-tribe-18th-pune-meetup/booking/tickets
Entry Price: 100
Currency: INR
Availability: InStock
Availability Starts: 27/05/2023
A quality advocate, practising quality for over a decade in the IT industry. Working as Test automation architect with Globant, and supporting providing scalable automated quality solutions and processes. Passionate about exploring new test automation tools, and identifying the scope of its implementation.
Gender: Female
Job Title: Test Automation Architect
