STEM with Murad 🇪🇹
Welcome to STEM with Murad! This is your one-stop destination for all things related to Science, Technology, Engineering, and Mathematics (STEM). I will share updates and insights from the exciting world of STEM. You'll also get a sneak peek into my works
Ko'proq ko'rsatish📈 Telegram kanali STEM with Murad 🇪🇹 analitikasi
STEM with Murad 🇪🇹 (@stemwithmurad) Amxar til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 15 179 obunachidan iborat bo'lib, Taʼlim toifasida 13 046-o'rinni va Efiopiya mintaqasida 2 230-o'rinni egallagan.
📊 Auditoriya ko‘rsatkichlari va dinamika
невідомо sanasidan buyon loyiha tez o‘sib, 15 179 obunachiga ega bo‘ldi.
31 Avgust, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 217 ga, so‘nggi 24 soatda esa 6 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.
- Tasdiqlash holati: Tasdiqlanmagan
- Jalb etish (ER): Auditoriya o‘rtacha 44.50% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 23.49% ini tashkil etuvchi reaksiyalarni to‘playdi.
- Post qamrovi: Har bir post o‘rtacha 6 755 marta ko‘riladi; birinchi sutkada odatda 3 566 ta ko‘rish yig‘iladi.
- Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 13 ta reaksiya keladi.
📝 Tavsif va kontent siyosati
Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
“Welcome to STEM with Murad! This is your one-stop destination for all things related to Science, Technology, Engineering, and Mathematics (STEM). I will share updates and insights from the exciting world of STEM. You'll also get a sneak peek into my ...”
Yuqori yangilanish chastotasi (oxirgi ma’lumot 01 Sentabr, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Taʼlim toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.
Ma'lumot yuklanmoqda...
| Sana | Obunachilarni jalb qilish | Esdaliklar | Kanallar | |
| 01 Sentabr | 0 |
| 2 |  Guess Which Laptop Can Handle This? 🔥 | 813 |
| 3 |  Matn yo'q... | 1 685 |
| 4 |  ስለ ኤጀንቲክ ኤአይም አስተምራለሁ ብሏል'ኮ ጀለስ! | 21 224 |
| 5 |  😂 | 2 360 |
| 6 |  OpenAI is terminating its partnership with Cursor… | 2 418 |
| 7 |  The General Presidency for the Two Holy Mosques and MiSK Foundation have opened the 6th "Think for the Two Holy Mosques" program. Young innovators can submit ideas on AI, guidance, and visitor experience for Masjid al-Haram and Masjid an-Nabawi. The top 3 winning ideas get cash prizes. Deadline to apply: September 16, 2026. | 28 269 |
| 8 |  Understanding the Architecture Behind a Production-Grade RAG System
Building an AI application is not just about choosing an LLM or implementing RAG.
The real challenge is designing how different components work together reliably.
Here’s the architecture I’ve been working with:
🔹 React/Vite → Frontend
🔹 FastAPI → API layer, authentication & business logic
🔹 Redis + Celery → Background processing for heavy tasks like PDF parsing and embedding generation
🔹 PostgreSQL → Stores user authentication data, knowledge-base metadata, document information and query/response history.
🔹 ChromaDB → Vector storage for document embeddings
🔹 OpenTelemetry + Jaeger → Distributed tracing & observability
One important design decision was moving heavy PDF processing and embedding generation to background Celery workers, keeping the API responsive.
I’ve also been focusing heavily on observability and latency optimization, because in real-world AI systems, knowing why a request is slow is just as important as making it fast.
This architecture helped me understand an important lesson:
A production AI system is much more than an LLM — it’s an entire distributed system working together.
Still learning, optimizing, and improving. 🚀
#AIEngineering #GenerativeAI #RAG #LLM #Python #FastAPI #Celery #Redis #OpenTelemetry #MachineLearning | 3 248 |
| 9 | የባዮሎጂ መምህሬ የላከችውን ሚሴጅ አያችሁ⁉️
https://lnkd.in/p/exgRCmDK
አል-ሐምዱ ሊላህ‼
በነገራችን ላይ በወቅቱ የሸለመችኝ ገንዘብ ሳይሆን አጋዥ መጽሐፍ ነው። ግን እኔ የማየው በዚያ በትንሽ ደመወዛቸው ከወጪዋ ቀንሳ፣ አስባ፣ እኔን ለመሸለም ያወጣችውን ገንዘብና ከጀርባው ያለውን ቀና እሳቤ ነው። አላህ ምንዳዋን ይክፈላት። | 3 013 |
| 10 |  Keep ur mouth shut🤐 | 3 446 |
| 11 |  👌 | 3 031 |
| 12 |  Matn yo'q... | 3 472 |
| 13 | https://lnkd.in/p/er2ZMQnw | 3 686 |
| 14 |  ✅ Coding is getting easier.
❌ But engineering is getting harder.
AI can write the code.
It can’t automatically make the right engineering decisions.
Architecture, scalability, debugging, trade-offs, security, and understanding the actual problem still matter.
Don’t confuse writing code with being an engineer. | 2 973 |
| 15 |  Matn yo'q... | 3 030 |
| 16 |  Matn yo'q... | 2 955 |
| 17 |  Matn yo'q... | 2 913 |
| 18 |  Matn yo'q... | 2 810 |
| 19 |  ተጠቀሙበት፣ እንዳያልፋችሁ። መረጃ ከፈለጋችሁ ንገሩኝ፣ እነግራችኋለሁ።
የአርቲፊሻል ኢንተለጀንስ ኢንስቲትዩት፣ አዲስ አበባ ዩኒቨርሲቲ እና የተባበሩት መንግስታት የልማት ፕሮግራም በጋራ ባቋቋሙት የAI UniPod የ10 ቀናት የግብርና Collaborative AI Studio Challenge ተዘጋጅቷል፡፡
ይህ ጥሪ የፈጠራ ባለሙያዎች፣ ተመራማሪዎች እና ስታርታፖች የኢትዮጵያን ግብርና በሰው ሰራሽ አስተውሎት መፍትሄዎች እንዲያሻሽሉ የሚጋብዝ ነው። ተሳታፊዎች የ10 ቀን በአካል የሚሰጥ ስልጠና፣ የሽልማት ዕድል፣ የስታርታፕ ማዕከል መቀላቀል እና ከባለሙያዎች ጋር የመተዋወቅ ዕድል ያገኛሉ። የማመልከቻ ጊዜ ይህ ማስታወቂያ ከወጣበት ዕለት ጀምሮ ለ አንድ ሳምንት ! | 2 875 |
| 20 |  እስኪ! ሌሎች ተሞክሯችሁን አጋሩኝ።
ቴክኖሎጂ ተማሩ ብዬ መለፍለፍ ከጀመርኩ ከ4 ተከታታይ አመታት በላይ አለፉ።
ሃሳቡ ገዝቷችሁ ወደ ቴክኖሎጂው ዓለም የገባችሁ ስንቶች ናችሁ?
እስኪ ገጠመኛችሁንና ታሪካችሁን አካፍሉኝ። ለሌሎች መማሪያ ሰበብ ይሆናል። | 2 689 |
