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@a7medtal3at

Ahmed Talaat

@a7medtal3at·Egypt, Cairo·Joined June 2026

Building AI that works so I don't have to.

About

AI Engineer and Data Scientist passionate about building intelligent systems, automating workflows, and transforming data into real-world products. I enjoy exploring the logic behind AI, from mathematical foundations to production deployment, and sharing what I learn through practical projects, tutorials, and technical deep dives.

Available for

Freelance AI & Data Science Projects, Internship Opportunities, AI Engineering Collaborations, Open Source Contributions, Technical Writing & Guest Blogging, Startup & SaaS Projects, Research Collaborations

Ahmed Talaat's blogs

Ahmed Talaata7medtal3at.hashnode.dev3 posts

About

AI Engineer and Data Scientist passionate about building intelligent systems, automating workflows, and transforming data into real-world products. I enjoy exploring the logic behind AI, from mathematical foundations to production deployment, and sharing what I learn through practical projects, tutorials, and technical deep dives.

Available for

Freelance AI & Data Science Projects, Internship Opportunities, AI Engineering Collaborations, Open Source Contributions, Technical Writing & Guest Blogging, Startup & SaaS Projects, Research Collaborations

Ahmed Talaat's blogs

Ahmed Talaata7medtal3at.hashnode.dev3 posts

Articles Comments

Recently published

ATAhmed Talaatina7medtal3at.hashnode.dev·1h ago · 40 min read

How AI Sees Images: From Pixels to Understanding (Part 1)

When Machines Look at the World Have you ever uploaded a photo to Google Lens, ChatGPT, or any AI-powered application and wondered how it instantly knows what's inside the image? Maybe you uploaded a

ATAhmed Talaatina7medtal3at.hashnode.dev·Jun 19 · 21 min read

RAG vs Long-Context LLMs: Why Retrieval Still Wins Beyond Million-Token Context Windows

Introduction Imagine that you are building an AI assistant for a large hospital. The hospital owns thousands of medical research papers, treatment guidelines, patient records, and policy documents. On

ATAhmed Talaatina7medtal3at.hashnode.dev·Jun 11 · 7 min read

From Keystrokes to Cognition: The Step-by-Step Math of How AI Understands Your Messages

Every day, millions of people interact with AI systems such as ChatGPT, Claude, Gemini, and LLaMA. We ask them questions, generate code, write essays, summarize research papers, and even brainstorm bu