I Built a $100,000 AI System (5 Lessons I Learned) скачать в хорошем качестве

I Built a $100,000 AI System (5 Lessons I Learned)

Ever wonder what a project manager day in the life looks like? This video breaks down the essentials of project planning and the effective use of agile methodology. Learn about scrum and essential time management strategies to excel in the field. I just finished working on a $100,000 AI project for the state government, and I'm sharing EVERYTHING - the tools we built, the mistakes we made, and the 5 critical lessons that changed how I approach AI development. 🔥 WHAT YOU'LL LEARN: Why customers asking for chatbots is like asking for "a faster horse" The real cost breakdown of enterprise AI projects ($200K+ budget) 5 AI tools we built for legislative bill analysis Why RAG (Retrieval Augmented Generation) wasn't enough The #1 framework for prioritizing features in AI projects ⏱️ TIMESTAMPS: 0:00 - Introduction: A Real $100,000 AI Project 0:25 - About Me & Project Overview 0:54 - Project Cost Breakdown ($200K+) 1:32 - Lesson #1: Customers Don't Know What They Want 2:28 - The Problem with Chatbots & RAG Limitations 3:22 - Faster Horse vs. Car: Understanding Real Needs 3:36 - Lesson #2: Obsess Over Your Customers 4:03 - Contextual Design Method 4:32 - Finding Customer Pain Points 5:13 - Creating an Affinity Diagram 5:54 - Lesson #3: Just Do the Work (Execution) 6:15 - AI Tools Demo Overview 6:38 - Tool #1: Fiscal Note Generation 7:52 - Tool #2: Similar Bill Search 9:17 - Tool #3: HRS (Hawaii Revised Statutes) Tool 10:14 - Tool #4: Automatic Committee Referral 11:28 - User Authentication & Permissions System 12:00 - Lesson #4: Use Project Management Tools 12:31 - Why Email Communication Failed 12:58 - ClickUp: The Solution We Chose 13:55 - Lesson #5: Prioritize & Strategize 14:47 - The One Question Framework 15:44 - Project Recap: 3 People, 7 Months, $200K 15:57 - Five Lessons Summary 17:03 - Closing & Call to Action 💼 TOOLS & TECH MENTIONED: Retrieval Augmented Generation (RAG) Gemini Embeddings Large Language Models (LLMs) TF-IDF Algorithm ClickUp (Project Management) Contextual Design Methodology Affinity Diagrams 📚 RESOURCES: My RAG Tutorial:    • How to stop your LLM from hallucinating wi...   ClickUp Free Tier: https://try.web.clickup.com/5reevp5myzf2 Contextual Design Book: https://amzn.to/4sE2G7U Alex Hormozi Money Models Book: https://amzn.to/49IikGT This video was made with Descript: https://descript.cello.so/lFhuVWImhJW Recorded with Sony ZVE-10: https://amzn.to/3XAVScW Monitor Benq: https://amzn.to/44fSzeS Video Editing (Opus Pro): https://www.opus.pro/?via=214676 👨‍💻 ABOUT ME: PhD in Computer Science | AI Research Engineer at University of Hawaii Working with a team of 3 on $200K+ government AI projects 💬 What's the biggest AI project you've worked on? Drop it in the comments! 🔔 SUBSCRIBE for more real-world AI development content, no fluff. ► Music Credit: LAKEY INSPIRED Track Name: "Blue Boi" Track Name: "Better Days" Music By: LAKEY INSPIRED @ / lakeyinspired Original upload HERE - • LAKEY INSPIRED - Blue Boi Official "LAKEY INSPIRED" YouTube Channel HERE - / @lakeyinspired License for commercial use: Creative Commons Attribution 3.0 Unported "Share Alike" (CC BY-SA 3.0) License. Full License HERE - https://creativecommons.org/licenses/... Music promoted by NCM https://goo.gl/fh3rEJ #AIProject #MachineLearning #SoftwareEngineering #AIDevelopment #TechCareer #AI #ArtificialIntelligence #CodingProject #TechEntrepreneur #AIResearch #techjob #Python #DataScience #MLEngineering #SoftwareDeveloper #TechTips #ProgrammingTips #AITools #LargeLanguageModels #RAG #GovernmentTech