Projects

Transformer from Scratch

From-scratch implementation of the Transformer architecture in pure Python and NumPy, including an English–Spanish translation model and interactive attention visualization.

CUDA Neural Network

NumPy-based neural network accelerated with custom CUDA/C++ kernels, achieving a 40–50× training speedup over a CPU baseline.

Adaptive Streaming System

Real-time bidirectional UDP audio/video streaming system with selective retransmission, AIMD congestion control, and graceful degradation under up to 10% packet loss.