The Data Guy

Recently Anthropic Doubled the Usage limits for the past 2 weeks, and when it ends they literally make the Models consume 100x.... Now you can hit the limit for Claude Max account with just 3 prompts! Like seriously, they make the ceiling so high, that users are reporting very short usage for this accounts.... Anthropic is really becoming shady at this point, like Quite seriously!

Just launched on Product Hunt 🔥 Would really appreciate your support.. drop an upvote if you can 🙏 .. It means a lot and helps more people discover what I’ve been building. link here : https://www.producthunt.com/products/pine-ai-2 Thanks for always showing love 😊 @selfmadecoder

A tiny change that makes your database feel like it hit the gym overnight, replace UUIDv4 with UUIDv7 Same uniqueness, but now your IDs actually respect time instead of chaos. - Faster Inserts - Lower index size - Efficient cache - Index fragmentation You’re welcome 👀 you owe me T-bone stake for this advice 🙄

Plan to upskill your self, where the ai really not good at or staright bad at! We have just Passed 50% of the Ethiopian calendar year, and 25% of the Gregorian Calendar year, and i am planning to do this in the time i have left in this year! Personal Opinion but its literally the best time to upskill your self, as a data scientist. People using Ai are becoming great at coding but Domain Expertise are becoming very rare, Like seriously RARE!!!! Plan on learning the basics and start creating solutions from the core!!! The way we solve problems are changing now!!! @datawithsimon

Eid Mubarak to my Muslim peps... Don't forget us in your ኩሬባ 😁😋

Recently I was at Hayatt Regency and there we US GOV Diplomats that just landed in there, they cleared some places for them and we can easily Observe them. Here are some fun facts i have seen from them: • They all dress the same cloth to the point you can't even recognize the leader, they have badges for that • Not a SINGLE Person have an iPhone 17 of any kinds, Not even one!!! ... i am not even sure if they have iPhone 16 • they all carry the a brief case and they stand always in circle (FYI some military formation that is common) • the respect they have for the Ushers is really amazing, really something that makes it Warm... And you will see a Broke Dude having an iPhone 17 pro max , full of drama too... (the way they treat the ushers... DAMN) They really teach you alot just by Observing...

1 USD = 155 ETB. No one here is paying me 155x my effort, so I stopped working with local clients like 1 and half year ago. (same for @Natyiu0). If you trust your skills and have solid projects (not just AI to do lists), go to YC startups, find early stage founders on LinkedIn or X, and DM them. Twitter Premium helps and its worth it. If you’re good, you can land a $1k internship for 1–2 months. Go all in, and it can turn into a $3k–$4k full-time role. I’ve seen it happen. If you’re not there yet, build. 2–4 hours a day. One strong project every week for 4 weeks. Post on X (views don’t matter), then start DMing. Keep building, make projects more complex over time. Just make side projects a habit. Rewire your brain. @selfmadecoder

LLM Architecture Gallery • sebastianraschka.com/llm-architecture-gallery Epic resource! Also recommend you read Sebastian's substack! #Resources #LLM @Dagmawi_Babi

Nice to see this products localized to our country and context too Just testing it btw 😁 https://gurshaplus.com/Simon

[Overdue Progress]

How they make you pay for max plans... Honestly Claude has become the best and the worst Ai as well best for performance and resoning worst limitations... @datawithsimon

Recently I have been working heavily on BI Dashboards, starting from live streaming the data to clickhouse to presenting that live data. For those wondering this image depicted what I do in short...

Another one🤬 Just bec in Ethiopia we just got terminated without a Notice!!! This thing really sucks 😢

🚀 Introducing Dataset.ET The future of AI should speak Ethiopian languages. Today we are launching Dataset.ET — an open community initiative to build the largest dataset for Ethiopian languages. Why this matters: Most AI systems today barely understand Amharic, Afaan Oromo, Tigrinya, Somali, and many other Ethiopian languages. Without datasets, AI will ignore our languages. Dataset.ET is changing that. What we are building: • Speech datasets • Text datasets • Community-validated language corpora • Open infrastructure for Ethiopian AI How you can help: 1️⃣ Record sentences using our Telegram bot 2️⃣ Validate recordings from other contributors 3️⃣ Help expand datasets for Ethiopian languages No technical skills needed — just your voice and your language. 🤖 Start contributing: https://t.me/dataset_et_bot 🌍 Learn more: https://dataset.et 💬 Join the community: https://t.me/dataset_et Together we can teach AI to understand Ethiopia. 📢 Community leaders & channel admins:

If you run a Telegram group or community and believe Ethiopian languages should be part of the future of AI, we would really appreciate it if you could share this post with your community. Your support can help thousands of people contribute their language and voice to this initiative. Thank you!

We are starting the day with this paper From Anthropic....again