
Arif
Senior AI and Software Engineer
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Portfolio
Werkervaring
Computer Vision Engineer
AI Vision Clinic • Fulltime
May 2018 - Jan 2026 • 7 yrs 8 mos
Built and deployed real-time face detection and recognition systems using AWS Rekognition for high-traffic commercial environments processing thousands of visitors daily. Designed end-to-end image processing pipelines including automated background removal using deep learning models (BiRefNet, YOLO), alpha matting, and batch photo enhancement. Developed a relationship detection ML pipeline using ResNet18 for automated guest grouping in large-scale photo capture systems. Engineered video generation pipelines with motion simulation and zoom effects using OpenCV and MoviePy. Optimized inference servers for CPU-only deployment with FIFO queuing, RAM backpressure, and graceful load handling on production workloads. Managed full AWS infrastructure — Lambda, S3, DynamoDB, RDS — handling concurrent processing across multiple sites with fair scheduling and lock-free architecture.