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Building Machine Learning Products - Reem Mahmoud
MP3•Episode home
Manage episode 406700661 series 2831626
Content provided by DataTalks.Club. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by DataTalks.Club or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
We talked about:
- Reem’s background
- Context-aware sensing and transfer learning
- Shifting focus from PhD to industry
- Reem’s experience with startups and dealing with prejudices towards PhDs
- AI interviewing solution
- How candidates react to getting interviewed by an AI avatar
- End-to-end overview of a machine learning project
- The pitfalls of using LLMs in your process
- Mitigating biases
- Addressing specific requirements for specific roles
- Reem’s resource recommendations
Links:
- LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/
- Website: https://topmate.io/reem_mahmoud
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html
161 episodes
MP3•Episode home
Manage episode 406700661 series 2831626
Content provided by DataTalks.Club. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by DataTalks.Club or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
We talked about:
- Reem’s background
- Context-aware sensing and transfer learning
- Shifting focus from PhD to industry
- Reem’s experience with startups and dealing with prejudices towards PhDs
- AI interviewing solution
- How candidates react to getting interviewed by an AI avatar
- End-to-end overview of a machine learning project
- The pitfalls of using LLMs in your process
- Mitigating biases
- Addressing specific requirements for specific roles
- Reem’s resource recommendations
Links:
- LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/
- Website: https://topmate.io/reem_mahmoud
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html
161 episodes
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