Person
Meryem Arik
LLM startup founder focused on deployable language models, fine-tuning, retrieval, open-source models, and production tradeoffs.
Background
Meryem Arik is co-founder of TitanML. Her source bio describes TitanML as an NLP development platform focused on making LLM deployments smaller, cheaper, and easier.
Podcast Contributions
- Deploying LLMs in Production compares fine-tuning, retrieval, open-source models, API models, and the operational tradeoffs behind production LLM systems.
Concepts Connected
- LLMs and retrieval-augmented generation for model adaptation and grounding strategies.
- MLOps and production for deployment, cost, and reliability constraints.
- open-source for model choice and ecosystem tradeoffs.
Source Links
- Person source:
../datatalksclub.github.io/_people/meryemarik.md - Podcast source:
../datatalksclub.github.io/_podcast/deploying-llms-in-production-fine-tuning-retrieval-open-source-api.md