ArchiCraft: Solution Architecture Insights for AI Engineering

🎙️ Exciting News – I’ve launched a podcast!Introducing ArchiCraft: Navigating Architecture, AI and EngineeringFor years, I’ve been writing about modern software and solution architecture, enterprise tech strategies, and the growing influence of AI in engineering. Now, I’m turning those ideas into a new format: short, focused podcast episodes — powered by AI and based on my original blog posts.What to expect:🟦 Real-world insights into software and solution architecture🟦 Practical thoughts on enterprise systems and digital transformation🟦 Explorations of how AI is reshaping engineering and design thinkingEach episode is AI-generated from my blog at www.golodiuk.com/news, making it easier than ever to learn on the go.And now already available on Spotify, Apple Podcasts, Amazon Music, Castbox, Overcast, and Pocket Casts.First episodes are live — I’d love your feedback!Thank you for listening! ❤️------------------------------CONNECT WITH DMYTRO🟦 LinkedIn: ⁠https://www.linkedin.com/in/dimanngo🟦 Email: ⁠info@golodiuk.com⁠ABOUT Dmytro | ⁠⁠www.golodiuk.com⁠⁠Dmytro Golodiuk is a highly experienced technology professional with over 17 years in the software industry. His proficiency spans cloud computing, enterprise platforms, software development, and integration technologies, with deep expertise in the Microsoft ecosystem. Dmytro combines his technical knowledge with formal Enterprise Architecture frameworks like TOGAF and ArchiMate to deliver robust and practical solutions.In addition to his architectural work, Dmytro is a passionate mentor dedicated to helping others grow in their IT careers.⁠⁠https://mentor.sh/mentors/dmytro_golodiuk⁠⁠MENTORSHIP and WHAT I OFFER🟦 A CLEAR ROADMAP: I'll help you forge the path from technical expertise to architectural vision. My focus isn't on specific technologies – you've got that covered. Instead, we'll concentrate on the strategic thinking, communication, and leadership skills that define a successful architect.🟦 BRIDGING THE GAPS: Together, we'll identify and close the crucial gaps between a senior engineering role and the holistic view required of an architect.🟦 FOSTERING YOUR GROWTH: My mentorship is about cultivating your ability to see the bigger picture, to design robust and effective solutions, and to communicate complex ideas with simplicity and impact.🟦 ARCHITECT READY CV PROFILE OPTIMISATION: I'll help you transform your engineering CV into a strategic narrative that compellingly showcases your architectural potential, leadership, and strategic contributions to resonate powerfully with hiring managers.🟦 ACE YOUR ARCHITECT INTERVIEW: I’ll prepare you for the full spectrum of interview scenarios.IF YOU'RE A MID TO SENIOR ENGINEER WHO🟦 Aspires to become a Solution Architect.🟦 Recognizes the need to develop beyond deep technical skills.🟦 Is ready to embrace the mindset and responsibilities of an architect.✅ Then I'm the mentor you're looking for. Let's work together to unlock your potential and lay the bridge to your future as a Solution Architect.⁠⁠https://mentor.sh/mentors/dmytro_golodiuk⁠⁠

Dive into the fascinating world of AI model training! Explore the staggering resources needed to train a 70-billion parameter model on a 15-trillion token dataset using 1024 H100 GPUs. Uncover two unique approaches to estimating training time: a top-down method leveraging NVIDIA’s benchmarks and a bottom-up calculation based on essential computational demands. Discover the complexities of precision types and how they impact speed, alongside insights into the future of AI development. Get ready for some eye-opening calculations!

Discover how user interfaces are integral to architectural decisions, shaping backend systems and security. Explore the efficiency of Command-Line and Text User Interfaces for automation. Dive into design patterns like MVC and MVVM, focusing on the separation of presentation and business logic. Delve into the complexities of Voice and Natural User Interfaces, highlighting challenges like latency in cloud environments. The discussion culminates with strategies for selecting the right UI based on user expertise and application needs.