Muddassar Sharif

Conf42 Speaker profile

Conf42: Large Language Models (LLMs) 2025

Fine-tuning LLMs: A Cost-Benefit Analysis for Businesses

As businesses scramble to integrate Large Language Models (LLMs) into their workflows, a pertinent question arises: Is fine-tuning worth the investment? Fine-tuning offers domain-specific precision and improved user satisfaction, but requires tremendous upfront data, computational power, and skilled personnel. This presentation analyzes the economics of fine-tuning’s intricacies, when it is a...

Muddassar Sharif

Virtuans.ai

Conf42: Chaos Engineering 2025

AI Model Monitoring: Building Reliable Alert Systems

By simulating failures and stress-testing alert systems, let's find out how Chaos Engineering can enhance the reliability of AI model monitoring.

Muddassar Sharif

Virtuans.ai

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