Person
Ivan Bilan
Engineering manager linking NLP team leadership, hiring, production pipelines, MLOps, and LLM tradeoffs.
Background
Ivan Bilan is an Engineering Manager at Personio working on Identity and Access Management. His source bio notes technical interests in microservices for data-intensive applications, MLOps for NLP, and deep learning research.
Podcast Contributions
- Lead NLP Teams adds a management and production perspective to the NLP archive: hiring, team structure, production pipelines, MLOps practices, and tradeoffs around LLM use.
Concepts Connected
- NLP and LLMs for language systems and modern model choices.
- MLOps and production for shipping and maintaining NLP systems.
- leadership, data teams, and career growth for building and guiding applied ML teams.
Source Links
- Person source:
../datatalksclub.github.io/_people/ivanbilan.md - Podcast source:
../datatalksclub.github.io/_podcast/nlp-team-hiring-and-production-mlops.md