Projects
Production AI systems delivered across healthcare, geospatial, and high-performance computing.
Hyperspectral Heavy Metal Detection
Built a complete pipeline for processing hyperspectral satellite imagery to detect and quantify heavy metal contamination in soil across mining regions. Achieved 94.2% detection accuracy using custom spectral unmixing algorithms.
CT Scan Super-Resolution & Denoising
Developed a novel diffusion-based architecture for simultaneous super-resolution (4x) and denoising of low-dose CT scans, enabling diagnostic-quality images from 75% reduced radiation exposure.
Real-Time Endometriosis Detection
Deployed a real-time computer vision system for laparoscopic surgery that identifies endometriosis lesions with sub-100ms latency, assisting surgeons during live procedures.
DeepSeek V3 Inference World Record
Achieved world-record throughput on DeepSeek V3 through custom CUDA kernels, int4 quantization with minimal quality loss, and a novel tensor parallelism strategy across 8-GPU clusters.
Gotham
Built custom AI-powered web scrapers to aggregate structured data from open-source providers at national scale. The Gotham pipeline identified and enriched data points for over 10 million people residing in France.