Blog

Articles on Arabic NLP, efficient AI models, semantic search, and machine learning engineering. Deep dives into building production AI systems.

My Dream Job Working at Tarteel & muaalem El Quran | Part 2
7 min
blogging
tarteel
speech_recognition
machine_learning
quran
job

Sharing my journey trying to join tarteel ai and contribute to Islamic open source projects

Dec 26, 2025

BM25 part 3 | Naive Benchmark
3 min
blogging
embedding
qdrant

BM25 Benchmarked with bm25-sparse , rankbm_25 , numpy vectorization, scipy and normal python code.

Dec 20, 2025

BM25 Explained Part 2 | Qdrant hybrid search for real estate
7 min
blogging
embedding
qdrant
sparse

BM25 explained with python code implementation and math examples

Dec 19, 2025

BM25 Explained for Hybrid Search and Rag | Part 1
4 min
blogging
embedding
qdrant

BM25 explained with python code implementation and math examples

Dec 19, 2025

Diversifying Search Results with Pyversity and Qdrant
4 min
blogging
minishlab
embedding
qdrant
til

Diversifying search results with Qdrant and Pyversity for better RAG System with MMR, DDP and other algorthims

Dec 15, 2025

OnePlus Pad 3 Review (2025) - Researcher Review
19 min

In-depth OnePlus Pad 3 review with Snapdragon 8 Elite. Covering the 13.2-inch 3.4K display, 12,140mAh battery, AI features, 80W charging, keyboard…

Dec 4, 2025

Huawei FreeBuds 7i Review and specs: Is It Worth Upgrading from FreeBuds 5i?
11 min

Honest review of the Huawei FreeBuds 7i after 20 days of daily use. Compare FreeBuds 7i vs 5i - microphone quality, ANC performance, battery life…

Nov 7, 2025

From $32,000 to $0 with Small Models and CTranslate2
17 min
machine-learning
optimization
translation
ctranslate2
cost-optimization
blogging

How I reduced translation costs from $32,000 to $0 using small models and CTranslate2 optimization, achieving 4-6x speed improvements

Oct 3, 2025

Getting Back to RSS
4 min
blogging
idea_Forge
publish
rough_thoughts
life_style

Exploring digital minimalism and strategies to stay ahead in AI without burnout. This post discusses the overwhelm of social media, the power of RSS…

Jun 10, 2025

Late Interaction and ColPali
1 min
blogging
embedding
minishlab
model2vec
arabic

What is Colapli, Late interaction and their impact

May 15, 2025

Bojji & Zarra Embedding models
6 min
blogging
embedding
minishlab
model2vec
arabic

Bojji and Zarra model2vec family model analysis and testing on Arabic Embeddings tasks.

May 15, 2025

Cloud GPU Pricing Comparsion in 2025
4 min
blogging
idea_Forge
publish
rough_thoughts
life_style

Explore 2025 cloud GPU pricing with GPUvec. Compare top providers, GPU benchmarks, and tools like our model size calculator to find the cheapest…

Apr 4, 2025

my dream job at Tarteel
5 min
blogging
tarteel
speech_recognition
machine_learning
quran
job

Sharing my thoughts about my dream to work at Tarteel on Quran as Machine learning Engineer

Mar 18, 2025

فن تبسيط الحياة الرقمية
4 min
blogging
idea_Forge
publish
rough_thoughts
life_style

فن تبسيط الحياة الرقمية نصائح وتطبيقات تساعدك علي التحرر من عقلية القرد و محافظة علي وقتك و طاقة النفسية

Feb 5, 2025

Math Skills For AI
16 min
blogging
ai
math
linear_algebra
calculus
statistics
probability

Improving my math skills from pure math , concepts to applied AI and try to keep this skills share as much as possible

Jan 27, 2025

كم كالوري في الطعام ؟
1 min
blogging
idea_Forge
publish
rough_thoughts
life_style

أول موقع بالذكاء الإصطناعي لتحديد السعرات الحرارية في الأطعمة باللغة العربية بشكل تلقائي وسهل و بدقة عالية

Jan 8, 2025

افضل انواع الكرياتين لبناء العضلات
2 min
blogging
idea_Forge
publish
rough_thoughts
life_style

بروتين اي افضل موقع لمقارنة مساحيق البروتين والكرياتين للتنشيف و التضخيم و اختيار الافضل و مايناسب لك و يسمح لك بمقارنة كافة انواع مثل ريدريكس بيج…

Jan 8, 2025

What is Federated Learning
5 min
blogging
publish
fl

A quick introduction to Federated Learning Systems, comparing them with centralized machine learning systems in a simple style.

Nov 12, 2024

Google Ads Black Box
2 min
blogging
publish
google
seo
ads

Suspended Google Account without any explaination why and how to fix Circumventing Systems Poclicy

Oct 5, 2024

Review of Huawei watch gt 4
7 min
huawei
watch
exp
blogging
publish

Huawei watch gt4 review after 1 year of use focus more on cons and leaving pros to the media

Oct 4, 2024
 
Learning Data Structures and Algorithms as Machine Learning Engineer
3 min

Trying to learning Data structure and algorithms after gradute from college to improve my problem solving ans software engineer skills and get out…

Oct 4, 2024

The curse of SEO
5 min
blogging
seo

Discover the hidden challenges of SEO, effective tools, and strategies to track changes and recover from setbacks, while navigating the complexities…

Jul 31, 2024

جاذبية مزيفة و عالم مخادع
11 min
blogging
idea_Forge
publish
rough_thoughts
life_style

مخاوف عن الوقوع في جاذبية الأخرين وأهوائهم والابتعاد الغير مقصود عن الهدف الرئيسي وضياع البوصلة الأساسية.

Jul 10, 2024

My little Dragon “kobo”
7 min

A review about my MSI Gaming Laptop as a machine learning student and also a web developer! and want to say thanks for this amazing friend who…

Jan 1, 2024
 
After one year of using Huawei Mate 11 without google services
3 min

Sharing my experience with using Huawei Mate product line for one year without huawei services, a detailed student review. describe my experience…

Dec 7, 2023
 
Huawei Freebuds 5i review: is it the best budget earbuds for Huawei phone owner!
6 min

Review of the Huawei Freebuds 5i after 2 months of use. Huawei Freebuds is latest pair of noise-cancelling earbuds and share a lot in common with…

Dec 6, 2023
 
MTEB Massive Text Embedding Benchmark
11 min

MTEB Benchmark aims to provide clarity on how models perform on a variety of embedding tasks and thus serves as the gateway to finding universal…

Oct 28, 2023
 
tiny-gte “Tiny, yet powerful, it is small in size but packs a lot of power.”
1 min

let’s explore this applications with txtai and other workflow with some notes and future directions

Oct 21, 2023
 
why i am blogging
2 min
life
blogging
publish

why i am blogging and should you also blog? Why you (yes, you) should blog blogging with astro js as a machine learning engineer

Jul 18, 2023
 
How I am using NLP to improve my Websites SEO
3 min
life
blogging
publish
seo

How i use python scripts and natural language processing to improve my landing page SEO

Jul 18, 2023
 
havrard CS197 AI research experiences
3 min

Embark on a transformative journey into the world of scientific research, particularly deep learning, with our comprehensive 21-lecture course.…

Jul 18, 2023
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