DiscoverThe Data Scientist ShowCase studies from the GenAI frontier, scaling ML teams, from biologist to machine learning consultant- Erik Gafni - The Data Scientist Show #082
Case studies from the GenAI frontier, scaling ML teams, from biologist to machine learning consultant- Erik Gafni - The Data Scientist Show #082

Case studies from the GenAI frontier, scaling ML teams, from biologist to machine learning consultant- Erik Gafni - The Data Scientist Show #082

Update: 2024-02-24
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Erik Gafni builds AI systems and teams. He founded Eventum AI (https://bit.ly/eventum-ai), an ML consulting company working with high-growth startups. We talked about GenAI projects he worked on, how he built production ML systems, how to scale ML teams, and his journey from biologist to ML researcher.



  • Interested in working with Erik: https://bit.ly/erik-consulting



  • Erik's LinkedIn: https://bit.ly/erik-gafni-LI


(00:00:00 ) Introduction


(00:01:59 ) Is GenAI overhyped?


(00:04:28 ) Ascent translation with AI


(00:11:58 ) Social media app with AI


(00:14:00 ) Stable diffusion model evaluation


(00:15:57 ) "Consult-to-hire" model


(00:17:35 ) AI in biotech


(00:22:46 ) Self-supervised learning


(00:31:22 ) How he hires people


(00:33:19 ) Research vs production


(00:35:57 ) Is AGI coming?


(00:37:30 ) New trends in GenAI


(00:41:45 ) Data quality in GenAI


(00:42:58 ) Philosophy in LLMs


(00:49:48 ) OpenAI vs Open Source


(00:53:58 ) Mistakes he made


(00:57:41 ) How did he get into ML

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Case studies from the GenAI frontier, scaling ML teams, from biologist to machine learning consultant- Erik Gafni - The Data Scientist Show #082

Case studies from the GenAI frontier, scaling ML teams, from biologist to machine learning consultant- Erik Gafni - The Data Scientist Show #082

Daliana Liu