From Finger-Crossed Approach to Test-Driven Development of GenAI Apps

21 Oct 202413:10pm - 21 Oct 202414:10pm

From Finger-Crossed Approach to Test-Driven Development of GenAI Apps

About the Event

In this session, attendees will learn why using Test-Driven Development (TDD) is important for making AI systems reliable. Instead of relying on gut feelings or subjective judgments, the speaker will discuss moving to a more structured, test-based method that improves the accuracy and dependableness of AI applications.

The session will also cover some practical tips on creating useful ways to measure and evaluate AI models and keep results consistent over time. Attendees will learn how to fine-tune prompts in real-world settings and follow a step-by-step method to improve prompts. They’ll also explore different ways to assess quality, including gathering feedback from users.

By the end of the session, they'll understand how to set up solid evaluation processes to boost the performance and trustworthiness of generative AI systems.

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Who is this DataHour for?

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About the Speaker

Ashish Tripathy

Ashish Tripathy

CTO at Pype

Ashish is currently developing Pype, a mixpanel for AI agents. With over 12 years of experience in Data/ML/AI, his work at companies like LinkedIn and SAP includes machine learning solutions for online fraud, content abuse, multi-agent frameworks for workflow automations. He is an advocate for implementing engineering practices in prompt engineering. Additionally, Ashish holds patents in user behaviour profiling and large-scale duplicate content detection in social media. You can reach him on LinkedIn.

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