Open to opportunities

Muhammad Abdullah

@muhammadabdullah58

Message

I build real-time computer vision platforms and scalable backend SaaS systems.

Pakistan

Message

What I'm looking for

I'm looking to build real-time computer vision, machine learning, and backend platforms where I can own production systems, optimize inference performance, and deliver scalable products.

I've delivered production computer-vision and SaaS platforms at Escalo.Ai, including real-time sports analytics and a multi-tenant business product. I ran 24/7 multi-GPU inference across 44 lanes at two venues with automatic session recovery.

At Neuronics, I architected real-time video analytics systems, deep-learning pipelines for detection, tracking, and behavior analysis, and scalable multi-camera inference and alerting frameworks. I also built multithreaded TensorRT-optimized inference modules.

I've led a four-engineer FastAPI migration, improved response times by 20% with Redis caching, and improved sports-video inference performance by 28% through TensorRT and algorithm improvements. My work spans PyTorch, YOLO, StrongSORT, OSNet, ONNX, FastAPI, PostgreSQL, Docker, Python, C++, and Git.

Experience

Work history, roles, and key accomplishments

Backend & Computer Vision Engineer

Escalo.Ai

Dec 2025 - Jul 2026 (7 months)

Owned end-to-end delivery of two production platforms: a real-time computer-vision sports analytics product and a multi-tenant business SaaS. Ran 24/7 multi-GPU inference across 44 lanes at 2 venues with auto session recovery.

Computer Vision GPU Inference Edge Computing REST APIs Dashboard Development

Computer Vision Engineer

Neuronics

Apr 2025 - Dec 2025 (8 months)

Architected and deployed real-time computer vision systems for video analytics. Engineered deep learning pipelines for object detection, tracking, and behavior analysis.

Computer Vision Deep Learning Object Detection Trackings TensorRT Multithreading