Hey there 👋

I'm Umer Khan

Founding Engineer | AI & RAG Specialist

Welcome to my corner of the internet! I'm a software engineer based in Berlin, passionate about building AI systems that actually work in production. I love working with LLMs, RAG pipelines, and turning complex automation ideas into simple, reliable tools. When I'm not coding, you'll find me exploring the latest in AI or tinkering with side projects.

Latest from blog

TRANSFORMER VS. DIFFUSION MODELS: A TECHNICAL COMPARISON

A comprehensive analysis of diffusion and transformer models in LLMs, focusing on technical differences, future implications, and hardware considerations.

How GitHub Copilot Revolutionized My Coding Experience

My journey with GitHub Copilot, its impact on ethical programming and freelancing in Pakistan, and how it's shaping the future of software development.

MOJO VS GOLANG: THE ULTIMATE DIFFERENCE GUIDE

Did you know? JavaScript is the most commonly used programming language among software developers around the world. A survey of 2022 reveals that more than 63.6 percent of respondents stated that they used JavaScript.

experience

Current

Bloomers Berlin

Founding Engineer

2024

Comparado (Idealo Group)

Data Engineer

2022 – 2024

CorAI (Bernstein Analytics)

Cloud Solutions Architect

2018 – 2021

Teradata

Data Engineer

clients

• Idealo

• Axel Springer

• Bernstein Group

• NewsCatcher

• Telenor Pakistan

• Bloomers