Auwal Shehu Ali @Asali_cs
PhD Researcher University Sains Malaysia, | CS Lecturer Bayero University, Kano| Aspiring Cyber Physical System, Usable Security and Privacy, Data Science, ML, buk.edu.ng George Town, Penang Ireland Joined January 2014-
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Auwal Shehu Ali retweeted
Evaluating reasoning models is non-trivial. But you can use a verifier to check if answers are indeed correct. Just finished a 35-page chapter on building one from scratch. Lots of symbolic parsing, math equivalence, edge cases… quite the project. Sneak peek on GitHub below 🔗
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Auwal Shehu Ali retweeted
135-page #MachineLearning cheat sheet with classical equations & diagrams, to assist in preparation for job interviews or quick recall of #ML knowledge and ideas: [PDF, plus LaTeX source] github.com/soulmachine/ma…
Auwal Shehu Ali retweeted
ChatGPT for Research and Publication: A Step-by-Step Guide If you need the PDF version, please comment below
Auwal Shehu Ali retweeted
Less talking, more building: 𝗠𝘂𝗹𝘁𝗶-𝗔𝗴𝗲𝗻𝘁 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗦𝘆𝘀𝘁𝗲𝗺 𝗳𝗿𝗼𝗺 𝘀𝗰𝗿𝗮𝘁𝗰𝗵! 👇 Some weeks ago I released an episode of my Newsletter and an update to the 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀 𝗛𝗮𝗻𝗱𝗯𝗼𝗼𝗸 GitHub repository. There I implemented a Deep…
Auwal Shehu Ali retweeted
Enjoy Download Link in Comment:
Auwal Shehu Ali retweeted
This is absolutely wild. Alibaba dropped Qwen3-Omni and it's the first model that doesn't sacrifice anything to be multimodal. Every other AI model tanks when you add vision and audio. Text performance craters. Reasoning gets sloppy. You end up with a Frankenstein monster that's…
Auwal Shehu Ali retweeted
🚨 BREAKING - DeepAgent Desktop Launched - Outperforms Claude Code and Codex (GPT-5) 🚀 Super excited to launch DeepAgent Desktop. It comes with a powerful coding agent in both CLI and editor forms. The coding agent cleverly uses multiple SOTA models to do very complex tasks.…
Auwal Shehu Ali retweeted
Yokohama National University Scholarship in Japan 2026 [Fully Funded] - MEXT Scholarship University Recommendation 2026 without IELTS Apply Now: scholarshipforphd.com/ynu-mext-schol… Study Level : Master & Ph.D No Need IELTS Deadline: 11 Dec 2025
Auwal Shehu Ali retweeted
Google introduces Test-Time Diffusion Deep Researcher Don't sleep on diffusion models. Test-Time Diffusion Deep Researcher (TTD-DR) is a deep research agent that models research writing as a diffusion process. Instead of static reasoning or bolted-on tools, the system drafts…
Auwal Shehu Ali retweeted
Book Review: Linear Algebra and Optimization for Machine Learning: A Textbook clcoding.com/2025/09/book-r…
Auwal Shehu Ali retweeted
Free Hosting Sites. 1. General Free Hosting Platforms 1. github.io 2. netlify.com 3. vercel.com 4. surge.sh 5. render.com 6. cloudflare.com/pages 7. 000webhost.com 8.…
Auwal Shehu Ali retweeted
This YouTube Channel is a goldmine for learning Machine Learning. Link is in the comment.
Auwal Shehu Ali retweeted
How to Turn Your Research into a Story People Actually Want to Read Most research papers read like a data dump. But the best ones? They pull you in like a story. Here’s a simple 5-step formula you can use to structure your paper:
Auwal Shehu Ali retweeted
This is a really good book. I like it because it covers both ends of the spectrum: 1. How LLMs work 2. How to build using LLMs It's a really nice one-two punch: start with the theory and use that right away to implement something useful. The second half of the book is what I…
Auwal Shehu Ali retweeted
I just found out MIT Press released a free Deep Learning fundamentals book with theory, code, and slides. Learning these fundamentals is key if you want to get serious with AI. The book includes DL math, training techniques, CNNs, graph neural nets, and transformers.
Auwal Shehu Ali retweeted
Remember that AnswerThis also offers other tools you can use: 1. Naturalizer 2. AI Essay Writer 3. Research Gap Finder 4. AI Paraphraser Tool 5. Empathy Tool And you can create custom tools, public or private.
Auwal Shehu Ali retweeted
🚀 Tsururu: A New Python Library for Time Series Forecasting (arXiv:2509.15843v1) Tsururu is an open-source framework for building and comparing forecasting pipelines. Instead of focusing only on models, it emphasizes strategies (recursive, direct, MIMO, hybrid), preprocessing…
Auwal Shehu Ali retweeted
Academic Skills Building by Age or Level
Auwal Shehu Ali retweeted
ML models don’t all think alike 🤖 ❇️ Naive Bayes = probability ❇️KNN = proximity ❇️ Discriminant Analysis = decision boundaries Different paths, same goal: accurate classification. Which one do you reach for first?
Auwal Shehu Ali retweeted
Struggling with your paper’s methods section? They told you it’s easy, but you’re stuck. Here’s a clear step-by-step guide to make it simple:
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