Ahmad Tameem

About Me

I'm a compiler engineer with a passion for transforming code into efficient machine instructions. I enjoy writing complex code, optimizing performance, and ....

When I'm not wrestling with code, you'll find me reading books, traveling, and playing video games to unwind.

What I Do

I work on programming language front-ends (including PyTorch), build compilation flows, and optimize kernels for compilers. Right now, I'm zeroed in on making ML compilers more cost-effective and streamlined Large Language Models (LLMs) for edge devices. Read more on LinkedIn!

Compiler Pass Demo

This section is not Completed Yet!... Let's take a very simple matmul code and pass it through the IREE (ML Compiler). It applies many transformations on the input code, each pass is applied on specific region and the flows continue. It's just a 5 MB file for just 2 line of code and usually the programmer is unaware of effort and time it take to optimize the code, and also now imagine for actual application we got 500 MB dumps to analyze and it's just for IREE part, after this for backend LLVM compiler comes in for it's part! (I did not added LLVM IR Dump in it, it just IREE IR dump)

Demo

Current Pass:
Progress:

TODO: Add details......
TODO: Some passes may repeat because they are reapplied after a specific pass. Passes here are transformations (optimizations) applied on the input code.

Skills

Thinking of removing this section, that must be remain on LinkedIn, but here's a sneak peek anyway....!

Core Technologies

IREE
LLVM
LLM
SIMD

Programming Languages

C++
C
Python

Spoken Languages

Urdu (Native)
English (Full Professional)
Arabic (Limited Working)
Korean (Elementary)

Travel

Pakistan is a treasure trove of breathtaking landscapes, and I've been fortunate enough to explore a variety of them, and still nowhere near done yet! But some highlights so far:

Hunza
Islamabad
Fairy Meadows (Nanga Parbat)
Passu Cones
Naltar Valley
Khunjerab Pass
Naran
Miranjani & Mushkpuri Peak
Shakargarh
Sialkot
Narowal
Jhelum
Mirpur
Kotli
Nathia Gali
Murree
Gujrat
Gujranwala
Balakot
Lulusar Lake
Babusar Top
Husseni Suspension Bridge
Sost
Three Junction Point
Hopper Valley
Abbottabad
Ayubia National Park
Attabad Lake

Favorites

Book/Movie Genres

Sci-Fi
Mystery

Books

The Three-Body Problem
The Hitchhiker's Guide to the Galaxy

Music Bands

Coldplay
Imagine Dragons
The Naked and Famous
Chvrches

Movies

Inception
Mirage (2018)
I Don't Feel at Home in This World Anymore
Top Gun: Maverick
Hobbs and Shaw

Contact

Questions? Ideas? Random thoughts? I'm all ears...Feel free to reach out!

Email: ahmad.tameem97@gmail.com

LinkedIn: /in/ahmadtameem

Instagram: @ahmad.tameem97

Blog

Coming Soon

I'm working on some interesting topics to share—stay tuned (Still unable to grab time for these...)!

Music Corner

Enjoy a random song from my playlist!

Sadly, YouTube Music embedding isn't a thing yet. Please click the button below to open song in a new tab. Sorry for the extra click!

Compiler Engineer