Leading NLP Teams - Ivan Bilan

We talked about:

• Ivan’s role at Personio
• Ivan’s background
• Studying technical management
• Managing a software team
• NLP teams
• NLP engineers
• Becoming an NLP engineer
• Computer vision
• NLP engineer vs ML engineer
• Conversational designers
• Linguistics outside of chatbots
• When does a team need an NLP engineer or a linguist?
• The future of NLP
• NLP pipelines
• GPT-3
• Problems of GPT-3
• Does GPT-3 make everything obsolete?
• What NLP actually is?
• Does NLP solve problems better than humans?
• State of language translation
• NLP Pandect

Links:

• https://github.com/ivan-bilan/The-NLP-Pandect
• https://github.com/ivan-bilan/The-Engineering-Manager-Pandect
• https://github.com/ivan-bilan/The-Microservices-Pandect
• Ivan's presentation about NLP: https://www.youtube.com/watch?v=VRur3xey31s

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