Hi, I'm Arturo

PhD Researcher specializing in GPU computing, computer vision, and visual optics. Building high-performance systems for real-time image processing and biomedical applications.

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Speedup (x15 GPU)
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Published Papers
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Open-source Projects

Research Areas

Exploring the intersection of optics, computing, and artificial intelligence

🔬 Prototypes & Hardware

Developing advanced prototypes combining human visual optics with computer science. Focused on designing optimal algorithms and systems for specific application scenarios.

Adaptive Optics Tunable Lenses Wavefront Sensing PCB Design Embedded Systems
  • Automatic Presbyopia Correction Glasses
  • Pupil Tracking Glasses
  • Ultra-wide Peripheral Refractor (UPER)
🧠 Machine Learning

Developing robust, efficient, and interpretable models for biomedical imaging and optics. Leveraging both traditional and deep learning techniques for real-time inference.

CNNs Real-time Inference Transfer Learning Edge Deployment
  • DeepPT – Deep-learning pupil tracking
  • DeepGaze – Gaze distance estimation
⚡ Acceleration & HPC

Optimizing computationally intensive tasks for scientific and industrial applications. Developing efficient algorithms leveraging parallel computing architectures—GPUs, FPGAs—for significant performance gains.

CUDA OpenCL FPGA RISC-V OpenMP MPI
  • VolRec 4D – Real-time 4D OCT reconstruction
  • cuElSe – GPU-accelerated pupil tracking
  • cuExCuSe – Extended GPU pupil tracking