Software Testing Meetup in Jaipur | Tester's Community Meet
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Past Attendees & Speakers from

WHEN

31st October 2026
10:30 AM - 01:30 PM IST

WHERE

Zordial Technologies Pvt Ltd.
Bambala Pulia Toll Tax, 100-102, Tonk Rd, near Jaipuria Mgt College, Ram Nagar, Pratap Nagar, Jaipur, Rajasthan 302033

Same Question, Different Results: Testing LLMs That Don’t Repeat Themselves

Format:

2 hours. In person. Hands-on.
Participants work in pairs on their own laptops.
Everyone runs two small LLMs from their own laptop.
The models run in the cloud, so no model downloads are really needed.

What it is about:

Ask an LLM the same question twice. You may get two different answers.
One may be right. The other may be wrong. Or something in between right and wrong?
So one pass/fail kind of rigid assertion – if such a thing ever existed before – design is neither appropriate nor are its outcomes useful.
In this workshop, you run and also probe two small LLMs from your own laptop & see it happen. Then we test a bank’s support assistant (a made-up one) using your answers & answers I recorded in advance.

We will:

  • See answers change, run from your own laptop.
  • Write a scoring rubric & see where it breaks.
  • Explore why safety failures must be a gate, not part of an average.
  • Explore what “we ran it 20 times & it was fine” really proves.
  • Explore why results changed when no code changed.

These methods do not depend on any tool or model. They will still work when today’s models are gone.

Who should come:

Testers. Manual Testers. Automation Testers. SDETs. AI engineers. Sceptics too.

No ML background needed: Every exercise has a basic task for everyone & a stretch task for those who want more. Come with an open mind, curiosity & passion to learn/teach.

Key Takeaways

About the Session

1. Explain why one run of a LLM (an integral part of an AI system) is not a test result

2. Write a rubric that two people apply the same way

3. Treat safety failures as a gate, not a number to average

4. Say what “k failures in n runs” proves & what it does not

5. Use environment details to explain a change in results

Sandeep Garg

Principal QA Architect Bridgetree
PAST COMPANIES
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PAST COMPANIES
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Sandeep Garg is a professional software tester and a lifelong learner across multiple disciplines be it software testing, leadership, self-education, humanity or parenting. He calls himself a student of software testing and quality leadership and boasts around nineteen years of software / IT experience in different roles in testing and quality leadership. He is currently serving as a Principal QA Architect at Bridgetree Research Services Private Limited, where he is focused on hands-on testing data intensive web / mobile applications from an ETL, data/DB migration, functional, GUI/UX, performance, and security standpoint. Prior to Bridgetree, he worked with FIS Global, Clear2Pay, ISTS Infotech, Fiserv, CashEdge and A1-Technology and has rich experience in building and leading testing teams.

What all is included ?

Get a chance to access other individual activities while you tune in to this meetup.

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Past Attendee Testimonials.

Hitesh Jaisinghani

Hitesh Jaisinghani

Manager - Security & Performance MTX Group
Shashwat

Shashwat Nagayach

Senior QA Manager Asymbl

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      Vadeesh Budramane

      Currently Founder & CEO at AlgoShack, Former Senior Vice President at Sutherland Global Services, Former Director & Head of Healthcare Vertical at Computer Sciences Corporation, Former Managing Director at FCG. 32 years of experience focused on product engineering, innovation & IP creation. In his 15+ years of experience in senior leadership positions, Vadeesh has been responsible for strategic planning, end-to-end operations, and P&L. He has built globally competitive leadership teams, orchestrated strategic customer engagements, and created significant value for stakeholders.

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      Vadeesh Budramane

      Currently Founder & CEO at AlgoShack, Former Senior Vice President at Sutherland Global Services, Former Director & Head of Healthcare Vertical at Computer Sciences Corporation, Former Managing Director at FCG. 32 years of experience focused on product engineering, innovation & IP creation. In his 15+ years of experience in senior leadership positions, Vadeesh has been responsible for strategic planning, end-to-end operations, and P&L. He has built globally competitive leadership teams, orchestrated strategic customer engagements, and created significant value for stakeholders.

      Gender: Male

      Job Title: Founder & CEO

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