Productionizing GenAI- / LLM-powered Job Search Companion at Stepstone: Our Approach & Learnings

Date:

Monday, November 18, 2024

Time:

10:45 am

Room:

Forum 1-3

Summary:

The talk will present TotalJob’s learnings and approach taken towards productionizing GenAI / LLMs for building an empathetic, accurate and compliant job search companion (available over WhatsApp). It will cover the product decisions in going from human to LLM chat and techniques used to reduce LLM costs by 70%, with hallucinations, bias and toxicity at near zero %. Finally, the talk will give an outlook on the future path around a multi-modal and the multi-lingual future of conversational journeys.

Speakers:

Mirco Pyrtek

5 Key Principles from Productizing an LLM-enabled Domain Name Search at Team Internet Group

Date:

Monday, November 18, 2024

Time:

11:15 am

Summary:

Choosing the right domain name is key to business success. In Mirco’s case study at Team Internet, they leverage LLMs to empower their customers to find the perfect match boosting conversions by 24.4%. In this context, Team Internet identified 5 key principles to focus on when productizing LLM-enabled applications: prompting security, seamless integration, impact measurement, extensibility, and performance optimization. Gain insights from Team Internet hands-on experience in productizing LLMs within a global organization.

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