I'm excited to announce that I'm writing my SECOND BOOK! 🚀🎉 I fell in love with data engineering when I built my first ETL pipeline at work, and now I'm so excited to share my knowledge on the topic on an international scale✨ I signed my first-ever book deal with @WileyGlobal, one of the world's leading publishers, and I’m super happy to be working with them on this project🔥 The past 8 months have been filled with intense writing, endless research and lots of projects, and I wouldn’t trade this opportunity for anything📚 The book will be available globally later this year, with PRE-ORDERS starting next month🌎 🚨If you want the latest updates, please fill in this form to get notified about upcoming news and releases: forms.gle/NQCYFnr3ojMK1vR58 I can't wait for you to read this !!!💃

Karpathy's LLM wiki has been surprisingly effective as a memory layer for my agents. I wrote up how I'm using it for 5 types of memory. aaif.io/blog/karparthys-llm-…

MSc in Social Science of the Internet from the University of Oxford✨ To God, for the grace that carried me. To my family and friends who were there every step of the way, thank you. And to the Rhodes Trust for making it possible🤍

After interviewing for Research Scientist roles at DeepMind, Isomorphic, Meta, Cohere and more, I wrote up everything I learned. Technical prep, logistics, negotiation, and emotional breakdowns. Check out my guide: silviasapora.github.io/blog/…

was so nice to be mexican together today, see you on saturday when we’re all brazilian 🫶🏾

They really took road trips away from us in Nigeria, as a child i enjoyed road trips to the east, they were fun and i looked forward to it and this government stole that from us.

Lmaooo🤣

Bruhh, because why is it raining FGS!!!

I'm officially part of the @InfoWorld Expert Contributor Network 🎉 InfoWorld's Expert Contributor Network is a platform where leading IT practitioners share real-world insights and experiences, reaching an audience of senior technology and business decision-makers. My first thought leadership article is now LIVE:🚀 Embedding pipelines are the new ETL: A data engineering lens on ingestion, chunking, and indexing. Link to read: infoworld.com/article/418123… Embedding pipelines are fundamentally a data engineering problem, not an entirely new AI discipline. At their core, they're still ETL, just with embeddings and vector stores as the destination instead of a warehouse. The patterns we've spent years refining still apply; but the target has shifted. I'm looking forward to sharing more thoughts on engineering, AI, and career topics.🥂

🔗spr.ly/6015B8swKN Chisom Nwokwu highlights a major shift in modern data engineering: embedding pipelines are becoming the new ETL. Learn what this means for AI-first architectures. #FoundryExpert #DataEngineering

Week 4 of my AI Engineering Fellowship – Memory for AI Agents 🧠 One of the biggest unlocks in AI systems isn't bigger models, it's memory✨ This week we broke down what "agent memory" actually means and how it shows up in real systems. It's a subsystem that lets an agent persist, retrieve, update, and forget information across model calls, sessions, and time, and pull the right context back in when it's needed. LLMs don't naturally remember anything. Memory is what makes continuity possible. The five operative verbs: ✅Persist — survive beyond a single model call. ✅Retrieve — bring back relevant info, not just recent. ✅Update — revise old knowledge with new facts. ✅Forget — delete, decay, or consolidate outdated info. ✅Feed back — re-inject useful memory into context when it matters. Without these, you don't have an "agent", just stateless prompts stitched together. We also covered the history of memory in AI systems, a full taxonomy of memory types, and CRUD operations as the backbone of memory design.❤️

I voiced out 2027 today and it felt so weird🫠🫠 Time is runningggg

🤏🤏

🎓Georgia Tech Master’s Series - Episode 1 I wrapped up my first semester at Georgia Institute of Technology and one of the courses I took was Al Ethics & Society and I got an A!!!🎉 As Al becomes increasingly integrated into our daily lives, it’s not enough to know how to build Al systems, we also need to understand their impact on people and society.✨ 📚Skills learned: • Evaluating Al systems through fairness, accountability, and transparency frameworks • Identifying and mitigating bias in data and machine learning models. • Understanding Al governance, regulation, and policy considerations. • Applying privacy and responsible data management principles. • Analyzing ethical dilemmas through real-world Al case studies. • Designing human-centered and inclusive Al solutions. 📚My key takeaway: The biggest lesson from this course is that Al is never just a technical problem. Every model, dataset, and product decision has human consequences. Building great Al isn’t only about accuracy and performance, it’s about creating systems that are fair, trustworthy, and beneficial to the people who use them. What do you think is the biggest ethical challenge facing Al today? Let me know in the comments!

In 2022, I had a 1:1 session with a student who was about to graduate. I encouraged her to position herself intentionally on LinkedIn, prepare properly for interviews, and apply aggressively to international companies.🔥 She did exactly that and in 4 months she secured a Software Engineering internship at Bank of America, relocated to London, and is now working there full-time.🚀 She’s earning well and already making plans to move companies within the UK. The work she put in back in 2022 is still having ripple effects in her career today.💸 I don’t talk enough about how good I am with mentorship, especially when I’m working with serious people! I followed up with her and shared loads of resources along the way‼️‼️ If you’re a student or career professional, this program should be part of your January 2026 plans. Enrol, commit, and be ready to learn. Link to register: mainstack.com/join-the-big-t…

RESUME TIPS✨ Before you apply for your next job, here are 6 resume mistakes you might be making‼️ 🔗I have a free template here to download: mainstack.com/s/joincohorts 🚀If you found these tips helpful, I’ll be sharing more in this program: joincohorts.org/bigtechcohor…

Introducing my All-In-One Job Search Pack🎉 Link: mainstack.com/all-in-one-job… It’s officially application season. If you’re tired of sending out dozens of applications with no response, I personally use this toolkit stand out, get noticed, and land interviews faster🚀 Inside, you’ll get: ✅ A professional resume template – Crafted to get recruiters’ attention and highlight your strengths. ✅ A cover letter template – To make your application feel personal, polished, and more persuasive. ✅ A Notion Application Board – This has over 70 companies (visa-sponsored) to save you the stress, use it to stay organized and track applications. ✅ Questions to Ask Interviewers – Impress hiring managers and show you’ve done your homework. ✅ Cold Email & Referral Templates – Ready to go templates for recruiters and hiring managers. ✅ LinkedIn Revamp Guide – Optimize your profile to attract recruiters and international opportunities. ✅ “Tell Me About Yourself” Script – Nail the first impression and start interviews with confidence. ✅ Interview Resources - Handpicked books, YouTube links, and top courses to help you crush engineering and product interviews. Also includes resources for behavioral interviews, mock interviews and salary negotiations Whether you’re applying to your first job, switching careers, or aiming for that dream role, this pack gives you everything you need to apply smarter, network smarter, and land the job faster.❤️ Don't forget to share with your friends and collegues🚀

4 days left🥳

Anthropic's Opus 4.7 and 4.8 models are experiencing degraded performance, which is causing a higher rate of failures for users selecting these models in Notion AI. To mitigate impact, all Anthropic models have been disabled in the model picker and requests have been rerouted to alternative providers. Most users should now be able to continue using Notion AI with minimal disruption, though Anthropic-specific features remain unavailable. Please refer to notion-status.com/ for the details.

Prompt engineering Agent engineering Context Engineering Loop Engineering Interesting times we’re in😵‍💫