AI Product management and business value

With Ulzhan Bissarinova Data Scientist and Former AI product manager MangiSoz app by ISSAI. https://www.linkedin.com/in/ulzhanai/
MangiSoz mangisoz.nu.edu.kz


My questions: how did you identify requirements, how to evaluate the ROI or value of a product. What to look at especially carefully when planning and launching a product. What was the biggest problem in the process?

Moderator: Askar AItuov from devsmap.com https://www.linkedin.com/in/askaraituov/


Transcripts here:
https://devsmap.com/gamedev-layoffs-and-ai-evals-youtube-devsmap-july/
4:00 How idea of mangisoz came in ISSAI. How got business requirements. See interest. ISSAI does always presentation and they saw interest. But the main reason to launch was request from Prime Minister. The government and semi government organization were lacking translate services
5:00 ISSA озвучка service was overloaded. text to voice service
6:00 How Prime minister initiated the development of Mangisoz. Why cannot use Yandex or other foreign LLMs for sensible data
7:00 technical monitoring of GPU showed the inflow comes from users of text to speech services. TTS service (not API). 6 voices TTS service was very popular
8:00 Then we discovered problem for commercial organizations as well
9:00 Who is supporting KAZ LLM
10:00 How to connect with ISSAI via github or huggingface
11:00 AI / ML products are not stable
13:00 Ответ на вопрос в эфире от Kaiyrzhan Seitkarim: Насколько NU помогает в карьером росте в сфере AI/Data science
14:00 When launch AI product what to focus.
16:00 ROI of AI projects
18:00 To make your product unique, outstsanding
19:00 Main costs of ML product development
20:00 To get the ROI consider your users
28:00 Fully autonomous system, how long it will take to implement
31:00 Data quality issues. How ISSAI deals with it
32:00 What was the most difficult when launching MangiSoz
34:00 Why Ulzhanai is not a product manager for Mangisoz anymore.
36:00 How to become intern at ISSAI: skills and knowledge stack

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