BUZZ BUZZ 🐝
GOOD MORNING my folks

"Wating around to feel like doing something means you will never do it "..

Let's try our best today✨️

#MorningBuzz

AI Engineer RoadMap I did for you guys

* Harvard CS50 python
* Arjan Code -> Software Design In Python
* 3 blue 1 brown -> Essence of linear Algebra and Calculus playlist
* Andre Carpathia's -> Neural Networks Zero to Hero
with Neural Network from 3 blue 1 brown

Choose open source framework between
-> langchain
-> Microsoft Agent Framework

* RAG from Scratch with Vector Database by langchain
* Creating own api using FastAPI and watching fastapi for ai project by Dave ...
* System Design Fundamentals by ByteByteGo

* Picking one cloud provider and get comfrotable with their services

if it is Azure -> az 900 certeficate and watch az 900 series

* Cloud Computing

3D Game for learning -> Server Servival


If you follow all this steps you will become AI Engineer just like me

Mebrat went all day and come now 😭😭

And it's not only today yesterday too 😪

Hey guys , How was your day ?

I couldn't get enough time to share in detail what I've been working on lately, but now that I've finally submitted and completed the project, let me walk you through it.

Since it's a Machine Learning project, there isn't much fancy UI to look at 😅. The interesting part is the idea behind it.

Imagine services like Telebirr, mobile banking, digital loans, and online payments. Every day, thousands of transactions happen, and financial institutions need a way to identify customers who might be risky before offering loans or other financial services.

So I built a Credit Risk Prediction System.The system:
->Analyzes customer transaction history
->Learns patterns from historical data
->Estimates customer risk levels
->Provides predictions through an API

Think about it this way. When someone buys airtime, sends money, pays utility bills, uses Telebirr, or performs other digital transactions, all of those activities create a transaction history. The model studies these patterns and estimates how risky or trustworthy a customer is.

One thing that excites me is that this project was built using transaction data from another country. It makes me wonder what insights we could discover if we trained a similar model using actual Ethiopian transaction data from services like Telebirr and local financial institutions. 🤔

Goood moring folks
Have a blessed Friday 💛
#MorningBuzz

This country is getting more and more miserable by the day.

No one deserves to get killed in such inhumane way , like we are some kind of barbarians.

May God bring strength for those in need , and my condolences to the families that lost their loved ones.

#saveArsi

sorry for the delay but here is the yesterdays log and the whole status ..showing up is the point anyway.

i will update you more later on what i have faced in the past two days and what went well and what went bad.

#SummurProductivePlan

Free Hosting Websites:

-Fly.io
-Goggle cloud
-Koyeb
-Cloudeflare Pages
-Awardspace
-Heroku
-Netlify
-Freehostia
-Surge
-GitHub pages
-InfinityFree
-Vercel
-GoogiHost
-Render

i hope this helps 💛

#HoneyDrop

🐝 Welcome to Sambee Hive

its Sambee here ~ Samri

I’m a 3rd year Computer Science student ..4th year in 2019, a self-taught developer, and a UI/UX learner. I started this channel to keep myself accountable for the ideas waiting for me to build, share some of my hobbies, and create a community that could somehow help both others and myself too.

A community for builders, learners, creators, and future tech professionals growing together 🐝

Here, I’ll be sharing my daily progress through:

⚡ DailyBuzz — updates and discoveries

🍯 HoneyDrop — helpful resources and tools

🏆 BeeWins — achievements and progress

🛠️ HiveTasks — challenges we can do together

📡 BuzzingNow — what I’m currently working on or thinking about in real time

🌙 NightBuzz — daily Night reflections + good night posts

and basically documenting my journey the wins, struggles, chaos, growth, and everything in between inside one Hive :)

Here, we don’t chase perfection.
We focus on learning, building, and improving step by step ⚡ and showing up with discipline each day rather than motivation (i think we need motivation too).

☀️ #MorningBuzz
Daily morning greetings and hopefully good vibes :)

⚡ #DailyBuzz
Quick tech-side updates, insights, and useful discoveries.

🍯 #HoneyDrop
Valuable resources, websites, AI tools, and learning tips.

📡 #BuzzingNow
Live updates from the Hive — what I’m currently working on, thinking about, or building right now. This is where you catch the real-time me in action 🐝⚡

🐞 #BugBuzz
The bugs, errors, and "why is this not working?" moments that come with building things plus the fixes and lessons learned along the way.

🛠️ #HiveTasks
Mini challenges to help us practice and build consistency.

🏆 #BeeWins
Celebrating progress, achievements, and small victories together.

🌙 #NightBuzz
Reflection posts, discussions, and community conversations daily, weekly, and monthly, good night 😴 posts.

🧠 #BeeThoughts
Random thoughts, lessons, realizations, and mindset moments.

😂 #BeeMoments
Funny moments, relatable student struggles, and creator chaos.

📸 #HiveCaptures
Random aesthetic photos🙂, screenshots, setups, inspiration, and everyday moments.

📖 #HiveNotes
Book notes, concepts, insights, and learnings from anything I discover.

💡 #BeeIdeas
Random useful ideas that come up during the day.

🍯 #HoneyLessons
Lessons from books, life, and personal experiences.

🧠 #MindHoney
Creative thoughts, deep reflections, and unique perspectives.

🎨 #BeeDesign
about UI/UX design and design oriented posts

━━━━━━━━━━━━━━━

💻 Tech
🎨 Design
🚀 AI Tools
📚 Learning
🧠 Growth
🪄 Creativity
💁‍♀️ hobbies
💡 ideas

i just thought this way my channel could feel more relatable and purposeful for you "my folks" and me myself through the process also to make it organized and structured 🙂

and yeah… I know some of you are probably thinking:
“she definitely used ChatGPT to write this” 😭

that’s true…
but I added my own touches🙂

Welcome to the Hive 🐝
Grow. Build. Repeat.

@sambeecoding

while building HiveClean (with Electron + React + Node.js) and kept getting:

Uncaught (in promise) TypeError: Cannot read properties of undefined (reading 'scanDownloads')
at handleScan (App.jsx:19:47)

Checked the code 10 times. Logic was perfect. IPC bridge was correct. Preload was fine.

i reviewed every file literally and staring at my screen

Turns out I was testing in the browser tab (localhost:5173) instead of the Electron desktop window.
The browser is just React(where Renderer process found) and it has zero access to my filesystem.
The desktop window is React + Node.js talking through a secure IPC (inter process communication ) bridge.
Same UI. Completely different capabilities.

Lesson: in Electron development, the browser tab is for styling. The desktop window is for everything real and where the main process found

1 hour. One wrong tab. Never again. 😅

🐞 #BugBuzz

anyways enough Buzzing for today ...for a folk who see this post Nighty night 🌃 😴

#NightBuzz

BUZZZZ🐝

Gooood moring folks

It's Sunday ✨️ ✨️

መልካም ሰንበት💛

🌞 #MorningBuzz

for some of my folks out there who didn't make it happen for the E.C June

there is second chance ahead ...Tomorrow so think about it we all are not perfect but we still can try right .

#HiveTasks #SummerProductivePlan