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Projects

what i've been building

Optimized Triton GEMM Kernel for Transformer Inference on Non-NVIDIA GPUs

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Optimized Triton GEMM Kernel for Transformer Inference on Non-NVIDIA GPUs

GEMM kernel for efficient self-attention and feedforward mechanisms in LLMs. Targeting improvements in throughput, latency, and memory efficiency compared to cIBLAS.

Darwin

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Darwin

A multimodal AI learning assistant that enhances online lecture learning and retention with personalized review and highlights.

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ROV Autonomous CV System

Dual-camera stereovision system for accurate depth estimation and 3D mapping, YOLOv5 integration for object detection and tracking.

HUGS: Haptic Under-Garment Support

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HUGS: Haptic Under-Garment Support

A Flexinol-contracting vest with custom PCB and smart app to deliver immediate DTP for anxiety/autism patients.

Using an Ensemble of GANs and CNNs to More Accurately Generate and Diagnose Skin Condition Datasets in Diverse Skin Types

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Using an Ensemble of GANs and CNNs to More Accurately Generate and Diagnose Skin Condition Datasets in Diverse Skin Types

Generated and validated synthetic images to address ethical AI bias due to lack of diverse skin condition images.