On AI Lounge since Nov 2026
Amr Amer
Member #3,690DeveloperL1Machine Learning & Computer vision Engineering, Saarland University
Building production ML systems in Computer Vision & Deep Learning · M.Sc. Visual Computing, Saarland University
How karma works. Everyone starts with 5. You get +1 each time another member upvotes one of your posts or comments (your own upvotes don't count), and lose it if they take the upvote back. Post what you're building, answer questions and help other members to earn more.
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Portfolio website showcasing my Master's thesis, computer vision projects, interactive demos, and ML engineering work.
Reproducible data and ML pipeline for autonomous-driving sensor data (nuScenes camera + LiDAR): DVC versioning, data quality gates, Airflow orchestration, MLflow tracking, YOLOv8 detection with 3D fusion, and a FastAPI/ONNX inference service.
3d-object-detectionairflowapache-sparkautonomous-drivingcamera-calibration
A multimodal transformer that generates personality-aware listener avatars (facial expressions, body and hand gestures) in dyadic conversations. Built with PyTorch using VQ-VAE and transformers, trained on UDIVA. Beats a personality-agnostic baseline on FID and P-FID, and 86% of study participants identified the extroverted avatar.
affective-computingcomputer-visondata-pipelinedeep-learningfacial-expressions
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Building production ML systems in Computer Vision & Deep Learning · M.Sc. Visual Computing, Saarland University
