Currently: Building deterministic sparse linear solver modules, profiling and optimizing performance, and supporting teaching responsibilities at Queen's.

Hi, I’m Amir Shetaia

Software Engineer | Systems, HPC, and ML

terminal — dev
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▶ Systems & ML engineer shipping production-ready code.
Portrait of Amir Shetaia

Amir Shetaia

Software Engineer

Ontario, Canada

SystemsHPCML

About

Systems-minded engineer who loves resilient products

R&D Software Engineer with expertise in deterministic optimization solvers, high-performance computing, and embedded systems. Currently building and optimizing sparse linear solver modules at HUAWEI while maintaining a strong focus on formal methods, verification, and machine learning systems.

Current Role

R&D Software Engineer @ HUAWEI

Location

Ontario, Canada

Education

MASc ECE, Queen's University (GPA 4.3/4.3)

Focus

Deterministic Solvers, HPC, ML Systems

Now

Currently building deterministic sparse linear solver modules, profiling and optimizing performance, and supporting teaching responsibilities at Queen's University.

Skills

Technologies and expertise across systems, HPC, and ML

C/C++
Python
C#
Java
Rust
Go
SQL
JavaScript
Assembly
MATLAB

Experience

Impactful roles

Projects

Building systems that last

DeepParse: LLM-Enhanced Log Parsing Framework

DeepParse: LLM-Enhanced Log Parsing Framework

Project Lead

Hybrid log parsing system combining DeepSeek-R1:8B and Drain algorithm achieving 97.6% accuracy across 16 datasets.

LLMsDeepSeek-R1NLPPythonLog Parsing
VehiPlus: Embedded Telematics & Driver Assistance Platform

VehiPlus: Embedded Telematics & Driver Assistance Platform

Developer

Raspberry Pi 4 based real-time diagnostics platform combining OBD-II telemetry, MQTT messaging, YOLO object detection, and ML for driver assistance.

Raspberry PiOBD-IIMQTTYOLOTensorFlowMobileNet

Publications

Coming soon — curating talks and articles on reliable ML delivery.

Blog

Long-form notes about systems design, observability, and career growth.

Education & Awards

Foundations and recognition

Queen's University

MASc. Electrical & Computer Engineering

2024 – 2025GPA: 4.3/4.3

Research focus: Formal Methods, Verification & Validation, Large Language Models, System Modeling, Real-Time Systems

Mansoura University

BEng. Mechatronics Engineering

2019 – 2024GPA: 3.80/4.0

Excellence with Honours, Top 10 of class, Academic Excellence Scholarship

Awards & Honors

  • HUAWEI ICT Competition (2024)
    First Prize Global (Shenzhen, China) and Grand Prize North Africa Regional (Tunisia) in Cloud Track
    HUAWEI · 2024
  • Ideal Student Award
    Recognition for academic performance and leadership
    Mansoura University · 2022

Testimonials

What teammates say

Hoda Saleh

“During our volunteering activities at the Faculty of Engineering, I witnessed Amir's unwavering work ethic and dedication to excellence. He's an exceptional team player and proficient communicator who readily shares expertise and collaborates toward team objectives. A true tech enthusiast with contagious enthusiasm—I wholeheartedly recommend him for any role.”

Hoda Saleh — Volunteer Colleague, Faculty of Engineering MU

Contact

Let’s build something

Prefer email? Reach me at ashetaia01@gmail.com

Direct

ashetaia01@gmail.com

Response within 1-2 business days

I read every message. Share enough context so I can prep useful next steps.