In this time Don't underrate በሰላም ወጦ መግባትን !! Don't forget to say ተመስገን

Good night 😴 fams
Let's get some rest🫡

Another day to live.
Have a nice day beautiful souls❤️

@byte_philosopher

After some research and errors the Tailwind CSS works in the Streamlit 🙌🏼 It upgrade the app to some level

Checkout the medium blog that I found some infos about it :
Medium Source

AI Engineer Learning Roadmap (2026)

🎯 Step 1: Learn Python
✅ Variables & Data Types
✅ Loops & Functions
✅ Object-Oriented Programming
✅ Exception Handling
✅ File Handling
✅ Modules & Packages

🎯 Step 2: Master Python Libraries
✅ NumPy
✅ Pandas
✅ Matplotlib
✅ Scikit-learn

🎯 Step 3: Learn AI Fundamentals
✅ Artificial Intelligence
✅ Machine Learning
✅ Deep Learning
✅ Neural Networks
✅ Generative AI
✅ Large Language Models (LLMs)

🎯 Step 4: Learn Prompt Engineering
✅ Zero-shot Prompting
✅ One-shot Prompting
✅ Few-shot Prompting
✅ Role Prompting
✅ Chain of Thought Prompting

🎯 Step 5: Learn LLMs
✅ Tokenization
✅ Embeddings
✅ Context Window
✅ Temperature
✅ Model Parameters

🎯 Step 6: Learn RAG
✅ Embeddings
✅ Chunking
✅ Vector Databases
✅ Similarity Search
✅ Retrieval Pipeline

🎯 Step 7: Learn AI Agents
✅ Agent Architecture
✅ Memory
✅ Planning
✅ Tool Calling
✅ Multi-Agent Systems

🎯 Step 8: Learn AI Frameworks
✅ LangChain
✅ LangGraph
✅ LlamaIndex
✅ CrewAI

🎯 Step 9: Learn Backend Development
✅ FastAPI
✅ REST APIs
✅ Authentication
✅ Database Integration

🎯 Step 10: Deploy AI Applications
✅ Docker
✅ Git & GitHub
✅ Cloud Platforms (AWS, Azure, or GCP)
✅ Monitoring & Logging

🎯 Step 11: Build Projects
✅ AI Chatbot
✅ PDF Chat Assistant
✅ AI Research Assistant
✅ AI Resume Analyzer
✅ Customer Support Agent
✅ AI Coding Assistant

Watch this Ai Roadmap Video 👇 :

https://youtu.be/tKO4lOq32p0

True belonging never requires you to shrink your dreams, change your personality, or apologize for your career goals.

Good night 😴 🥱 fams
sweet dreams 😴 ✨️

Good morning everyone ☀️☀️
Have a productive day 💪🫡

The idea of this project is that Ethiopian banks get thousands of reviews on Google Play Store monthly some in Amharic & Afaan Oromo. I built an AI model that spots the risk customers from their words, in all 3 languages, explained with SHAP. Deployed live 👇

Give it a ⭐️ if useful!

https://ethiopian-bank-customer-review.onrender.com/
https://github.com/SimretAbebe/Fintech-Review-Analytics

#MachineLearning #NLP #AI #ProjectUpdate

10k MRR in ETB

@natyiu0

Good Night Fams🙌🏼

Good morning my habesha ppls ☺️☺️
Thursday is here,Wish you Productive Day🔥🔥

Happy International Day of Friendship 🤝

Some of the best opportunities in tech don't come from code alone, they come from the people you meet, learn from, and build with

Grateful for every friendship this journey has brought

Happy Friendship Day 💙

@abroid0

Let us have some tea with this thought for our Thursday… ☕️

How often do we pretend to have all the answers just to feel secure? But real growth starts when we embrace not knowing.

Asking takes humility, but it’s the exact tool that deepens our understanding, our relationships, and our growth.

#ThursdayThoughts #Mindset

#Opportunity_Alerts📣

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🔹Hands-on industry experience
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🔸Applicants with knowledge of React, Next.js, Python, Node.js, Kotlin, or Flutter

⏳Duration: 3 Months

🔗Apply: https://lnkd.in/dqdM7W6X

"If this isn't for you, please share it with others who might be interested."🙏

Follow us👇for more opportunities
@opportunity_alerts