I conducted many ML interviews as a lead MLE in a remote startup and attended some calls as a candidate.
If you want to become an ML Engineer, follow these resources by @chipro.
Overall interview prep:
https://t.co/nivUSR1ZTY
You must read the two books by the same author for fundamentals in classic ML and Gen AI.
From my experience:
- Prepare ML system design in depth
- Arrays, strings, two pointers, sliding window, basics of trees and linked lists
- Explain project lifecycle and trade-offs
- Research the company's ML team and product
For mid-senior level:
- MLOps intermediate questions
- Distributed systems for ML
- User-centric scenarios for ML system behavior
You have to explain what you know and how you can solve problems in ML interviews. Clarity matters more than textbook answers.
Last week, I had the incredible opportunity to speak at @btcplusplus Nairobi on a topic that's deeply personal to me:
Beyond the Barrier: African Women Reimagining Bitcoin Innovation.
Standing on that stage was about reflecting on a journey I've had the privilege of being part of. A journey of creating spaces where more African women can move from learning about Bitcoin to building the infrastructure that powers it.
🧵 1/5
Happy Father's Day!
We celebrate the fathers, father figures, mentors, and role models whose guidance, strength, and unwavering support inspire generations to dream bigger and achieve more.
From all of us at Technopolis Development Authority, we wish you a joyful and blessed Father's Day.
#FathersDay #SiliconSavannah
Men’s Mental Health Awareness Month! Strong Men Talk Too 💚
This Men’s Mental Health Awareness Month, we remind every man that strength is not measured by how much you carry in silence; it is found in knowing when to speak, seek support, and prioritize your well-being.
#MensMentalHealth #SiliconSavannah
China launched a Long March-12 carrier rocket on Wednesday from a commercial spacecraft launch site in the southern island province of Hainan, sending the 22nd group of low-orbit internet satellites into the preset orbit.
The Ministry of Information, Communications and the Digital Economy, together with partners including Huawei, launched the Kenya AI for Disability Project at the Connected Africa Summit 2026.
The initiative brings together key partners to advance inclusive digital transformation, creating opportunities for persons with disabilities through AI, innovation, and skills development across over 12 African countries.
We also commend the AI for Disability Hackathon 2024 participants Huawei and partners remain committed to supporting your ideas into impactful solutions.
#ConnectedAfrica2026 #Tech4ALL #AIForDisability #DigitalInclusion #Huawei
A "super factory" for the manufacturing of the Lijian-2, a large liquid-propellant carrier rocket, was fully completed in Shaoxing, east China's Zhejiang Province, on Tuesday, marking a significant leap toward the mass production phase for the launch vehicle. Once it is fully operational in 3-5 years, the factory will have an annual production capacity of 12 Lijian-2 rockets.
Results of a recent assessment showed marked improvements in ecological protection across national nature reserves in the Beijing-Tianjin-Hebei region and the Yellow River Basin, China's Ministry of Ecology and Environment said Monday:
- All 18 national nature reserves in the Beijing-Tianjin-Hebei region were rated either "excellent" or "good"
- 99.27% of the 137 national nature reserves across nine provincial-level regions in the Yellow River Basin were rated "excellent" or "good"
- Efforts to curb soil erosion and desertification have delivered remarkable results, while population of key endangered species, such as giant pandas and snow leopards, have risen steadily
Free Introduction to Data Analytics: Databases, SQL, and Python for Analytics
Dates: 11th – 15th May (Main Sessions), 16th – 19th May (Hands-on Project Work)
This free program will introduce you to the fundamentals of Databases, SQL, and Python for analytics. Plus, enjoy an additional 4 days focused on hands-on project work, where you can apply everything you've learned!
Register Now: https://t.co/fGgxzQTiSQ
At the official opening of the #ConnectedAfricaSummit2026, Deputy President H.E. Prof. Kithure Kindiki, emphasised Africa’s need to move beyond fragmented systems and toward a unified digital ecosystem that connects markets, empowers innovators, and expands opportunity for all.
Key messages from the address included:
🔹 Africa’s digital transformation must be continental, not isolated
Fragmented systems and regulations can no longer define the continent’s digital future.
🔹 Infrastructure remains foundational
Expanding fibre connectivity, ICT hubs, public Wi-Fi, and digital public infrastructure is critical to inclusive growth.
🔹 Digital inclusion must reach every citizen
From students and farmers to traders and entrepreneurs, the digital economy must work for all.
🔹 Youth are central to the digital future
Investments in digital skills and job creation are unlocking opportunities for Africa’s young workforce.
🔹 Regional integration is the next frontier
Africa’s digital ambitions will be realized through interoperable systems, harmonized regulation, and cross-border digital cooperation.
#SiliconSavannah
Week 2 of the DadaHub Residency was practical, hands-on, and deeply focused on building. By the end of the week, participants had moved beyond learning and were actively working on real-life Bitcoin projects.
The focus for Week 2 was Bitcoin development and open source.
We opened the doors to a carefully curated room of builders, thinkers, and ecosystem leaders shaping the future of technology on the continent. It was intentional, intimate, and honest in a way larger rooms rarely allow.
𝐀𝐏𝐑𝐈𝐋 18𝐓𝐇 2026 𝐖𝐈𝐋𝐋 𝐁𝐄 𝐀 𝐃𝐀𝐘 𝐖𝐄 𝐖𝐈𝐋𝐋 𝐊𝐄𝐄𝐏 𝐂𝐎𝐌𝐈𝐍𝐆 𝐁𝐀𝐂𝐊 𝐓𝐎!
Some days are planned. Others carry an energy you cannot script. The launch of the Dada Hub was the latter.
"after you left the first two races quite disappointed, what needs to happen here in suzuka so you can leave japan with a smile?"
oscar: "start the race, that would probably help 😁"
STOP 😭😭
Stop wasting hours trying to learn AI. 📘📚
I have already done it for you.
With one list. Zero confusion. And no fluff
📹 Videos:
1. LLM Introduction: https://t.co/Avq3pNZxWY
2. LLMs from Scratch: https://t.co/nGJGCQYi89
3. Agentic AI Overview (Stanford): https://t.co/1JbA2JypnJ
4. Building and Evaluating Agents: https://t.co/02o8b7RAS2
5. Building Effective Agents: https://t.co/Jw0cd23A3K
6. Building Agents with MCP: https://t.co/9uvcpin1j9
7. Building an Agent from Scratch: https://t.co/QiYCLK48tn
8. Philo Agents: https://t.co/TCSX4hnKRf
🗂️ Repos
1. GenAI Agents: https://t.co/VdfLWAA3wW
2. Microsoft's AI Agents for Beginners: https://t.co/3SpFdnMcQa
3. Prompt Engineering Guide: https://t.co/4W7Eh6NKaE
4. Hands-On Large Language Models: https://t.co/LEtKGYBdgU
5. AI Agents for Beginners: https://t.co/3SpFdnMcQa
6. GenAI Agentshttps://lnkd.in/dEt72MEy
7. Made with ML: https://t.co/sL3gbmGUky
8. Hands-On AI Engineering:https://t.co/J79go1Ivlo
9. Awesome Generative AI Guide: https://t.co/xXF08rY8zP
10. Designing Machine Learning Systems: https://t.co/Q39XZLn50b
11. Machine Learning for Beginners from Microsoft: https://t.co/vfkyHL1Gnx
12. LLM Course: https://t.co/wuDkhQ0572
🗺️ Guides
1. Google's Agent Whitepaper: https://t.co/BSjthrG81u
2. Google's Agent Companion: https://t.co/wdzh5zuSvp
3. Building Effective Agents by Anthropic: https://t.co/HmYVgMIA7l.
4. Claude Code Best Agentic Coding practices: https://t.co/H3JpJWlpp3
5. OpenAI's Practical Guide to Building Agents: https://t.co/G1TL1Z2TR3
📚Books:
1. Understanding Deep Learning: https://t.co/EEqkGL7lHe
2. Building an LLM from Scratch: https://t.co/8Ehn91NNxE
3. The LLM Engineering Handbook: https://t.co/yzvXeQAgtV
4. AI Agents: The Definitive Guide - Nicole Koenigstein: https://t.co/FKEzpBewe4
5. Building Applications with AI Agents - Michael Albada: https://t.co/nvBaoR6FxZ
6. AI Agents with MCP - Kyle Stratis: https://t.co/u0M1GfBlsL
7. AI Engineering: https://t.co/A2QxhrpmDc
📜 Papers
1. ReAct: https://t.co/Vbc3vWxQHO
2. Generative Agents: https://t.co/PvNHYnqsOD.
3. Toolformer: https://t.co/HFdds582DI
4. Chain-of-Thought Prompting: https://t.co/GxX5BxXLzV.
🧑🏫 Courses:
1. HuggingFace's Agent Course: https://t.co/zhizqjunzS
2. MCP with Anthropic: https://t.co/LqDZ0oCRfj
3. Building Vector Databases with Pinecone: https://t.co/ncqSVaVHqH
4. Vector Databases from Embeddings to Apps: https://t.co/JOl7SIlguq
5. Agent Memory: https://t.co/5m0UrGwDM9
Repost for your network ♻️
&follow for more stuff on building AI Agents.