About Me
I am a machine learning engineer with a focus on computer vision and efficient machine learning solutions on edge devices, based in Sweden.
I mainly work with image-related tasks — from image signal processing, to object detection/tracking/segmentation, and face recognition systems.
Interests
- 🔭 Deep learning model optimization for edge deployment
- 📷 Computer vision & image processing
- ⚡ ML compilation & efficient inference
- 🧠 Vision Transformers & attention mechanisms
How I Help
- Edge ML Optimization & Deployment: Bringing complex deep learning models to resource-constrained devices.
- Computer Vision System Development: Designing robust architectures for object detection, tracking, and segmentation.
- Custom AI Solution Architecture: Crafting end-to-end pipelines tailored to specific tasks and hardware.
- Model Compilation & Inference Acceleration: Maximizing throughput and minimizing latency for real-time applications.