Open to opportunities

Ali Awan

@aliawan

Message

I build computer vision and machine learning systems for real-time analysis and intelligent automation.

Pakistan

Message

What I'm looking for

I'm looking to build machine learning and computer vision products where I can work on real-time inference, deep learning, image processing, and research-driven performance improvements.

I'm building real-time computer vision systems, including VisioGuard AI for fatigue monitoring and StrokeIQ for cricket shot classification. My work combines Python, PyTorch, OpenCV, MediaPipe, FastAPI, and robust inference pipelines for visual data analysis.

As a freelance Machine Learning and Computer Vision Engineer on Fiverr, I've engineered image-processing pipelines for 2D/3D segmentation and scene analysis, while evaluating edge cases and long-tail model behavior to improve performance. At COMSATS University Wah Campus, I researched neural network frameworks, customized deep learning models, and implemented validation matrices in Python and PyTorch.

I've also built full-stack and backend products, including a role-based guest house platform with Django, React.js, Flutter, and MySQL, and an automated assessment engine using C#, .NET, and SQL. I'm especially interested in computer vision research, cricket analytics, active learning systems, and open source.

Experience

Work history, roles, and key accomplishments

Current

Freelance Machine Learning Engineer

Current

Fiverr

Jan 2025 - Present (1 year 7 months)

Engineered advanced image-processing pipelines and deep learning algorithms for 2D/3D visual data segmentation and scene analysis. Evaluated edge-case and long-tail condition model behaviors to establish systematic error detection and data-driven performance tuning.

Machine Learning Computer Vision Deep Learning Image Processing Python PyTorch OpenCV Mediapipe

Academic Research Developer

COMSATS University

Jan 2024 - Jan 2025 (1 year)

Researched neural network frameworks and customized deep learning models to push operational boundary performance. Implemented rigorous validation testing matrices and experimental setups using Python and PyTorch environments.

Python PyTorch Deep Learning Neural Networks Research Validation

Education

Degrees, certifications, and relevant coursework

COMSATS University

Bachelor of Science, Computer Science

2022 - 2026

Grade: CGPA: 3.44

Pursuing a Bachelor of Science in Computer Science with a focus on machine learning, deep learning, and computer vision. Ranked in the top 11% nationally in the NSCT conducted by HEC Pakistan.