7 AI Projects in 7 Years. What I Learned

7 real stories from my career of building AI Products (most of them before AI-agents). Decisions, success, mistakes and what I learned. Ask me any questions and join to discussion in the comments! 00:00 - 7 AI projects in 7 years 01:03 - #1 Computer vision: reading emotions from a webcam 05:47 - #2 Generating reports before ChatGPT 08:51 - #3 Training our own AI model (and why not using LLM) 13:48 - #4 Replacing the human with AI at moderation 17:20 - #5 Moving the dev team onto AI agents 22:27 - #6 Open-source AI models instead of paid providers 26:01 - #7 Rebuilding the product in 6 weeks 31:34 - How it ended My social links: Telegram: https://t.me/vladi9ital X: https://x.com/vladi9ital Linkedin:   / vladkomudrich   Substack: https://substack.com/@digitalvlad #ai #productdevelopment #machinelearning #aiagents #softwaredevelopment