Michel Fernandes @michelpf
Solutions architect, teacher & coordinator of postgraduate courses. Catholic. Opinions my own. michelpf.dev Kalgash Joined March 2009-
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Physics saves teacher's neck! 😅🙏
💡 Annoyed when your iPhone sends an HEIC file? Macs have a built-in conversion tool called sips: sips -s format jpeg input.heic --out output.jpg No need to install image magick even
🎓 New Research! We introduce CipherFace, a Fully Homomorphic Encryption-driven framework that enables similarity computations on encrypted embeddings. This ensures privacy-preserving inference for facial recognition and all vector-based models! 🔗 arxiv.org/abs/2502.18514
Lecture slides for my "Introduction to #ComputerVision" and "#DeepLearning in Computer Vision" courses. 🆕 Lectures on Diffusion models and Graph Neural Networks The included videos do not contain voiceovers yet, planned for a future revision.
Course links: Introduction to #ComputerVision: eecs.yorku.ca/~kosta/Courses… #DeepLearning in Computer Vision: eecs.yorku.ca/~kosta/Courses…
I've been catching up on some @AWSreInvent sessions, and I think this one by @ghohpe and @dirk_f5r is my favorite. I've been implementing and teaching these patterns for years, and I don't think I've ever seen them presented is such an accessible way. Absolutely brilliant, and…
The popularity of my two sessions at #awsreinvent & the viewership of recording on #YouTube show the interest in #eventdriven #architecture & #Amazon #EventBridge They inspire me to produce more content& support the #serverless community in the new year! youtube.com/watch?v=6X4lSP…
OFFICIAL SPACEX WEBCAST:
There is more to this world than meets the eye. 3 Body Problem, a genre-bending mystery series based on the internationally best selling book series, is coming in 2024. #GeekedWeek
Kubernetes Isn’t Always the Right Choice thenewstack.io/kubernetes-isn… Characteristics and requirements that do not align well with capabilities of Kubernetes 👇
The Rise and Potential of LLM Based Agents This is super cool! A nice repo containing a comprehensive list of papers on LLM based agents. Bookmark this one! github.com/WooooDyy/LLM-A…
LLMs for IT Operations We are starting to see the adoption of instruction tuning in more domains. This new work proposes OWL, an LLM for IT operations tuned using a self-instruct strategy based on IT-related tasks. The report is a great example showing the efforts and…
We're really excited by @gretel_ai's approach to combining agent-based methods, LLMs, and synthetic data to enable natural language queries for databases and data warehouses, sans SQL. more on the blog: blog.langchain.dev/how-to-safely-…
⚕️RestGPT New paper (with code) connecting LLMs with Real-World RESTful APIs by @99Solaris Code here: github.com/Yifan-Song793/… Always fun to use LangSmith to get a better sense of what's going on under the hood! Traces: smith.langchain.com/public/da20052… smith.langchain.com/public/abe1f4c…
He's been waiting his whole life to do this
🎡 Introducing LangChain Hub 🦜🔗 A place to publish, discover, and try out prompts We’re particularly excited about a centralized hub’s promise to enable: -Encoding of expertise -Discoverability of prompts for a variety of models -Inspectability -Cross-team collaboration 🧵
That's one thing we agree on. I suggest a gentle ramp up: - Surely you are joking Mr Feynman - QED - The Feynman Lectures on Physics - Quantum Mechanics and Path Integrals (Feynman & Hibbs)
That's one thing we agree on. I suggest a gentle ramp up: - Surely you are joking Mr Feynman - QED - The Feynman Lectures on Physics - Quantum Mechanics and Path Integrals (Feynman & Hibbs)
I “jailbroke” a Google Nest Mini so that you can run your own LLM’s, agents and voice models. Here’s a demo using it to manage all my messages (with help from @onbeeper) 🔊 on, and wait for surprise guest! I thought hard about how to best tackle this and why, see 🧵
Big shoutout to the new Flash movie! Yes we are so pumped to see that Flash was using the Keychron Keyboard in the Batman cave. It’s absolutely amazing that the Keychron K4 is featured in Batman’s desk setup. And now we are happy to give away two K4 keyboards to two winners.…

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