Projects
Engineering briefs. Each entry links to its full architecture and results.
A Reproducibility Analysis of Memristive Spiking Neural Networks with Spatio-Temporal Backpropagation
An in-depth exploration of memristor device behavior combined with SNN architectures. Investigating the optimization of training convergence rates using STBP algorithms. Built entirely with customized modeling layers to track spatio-temporal data across network nodes.
High-Frequency Trading Architecture Exploration via Neuromorphic Alternatives
A exploratory conceptual study researching the application of parallel neuromorphic hardware platforms (MSNN) to process L2 Order Book Data and limit order books as a low-latency alternative to traditional FPGA-based HFT engines.
Edge AI Predictive Maintenance System via ESP32 Multi-Sensor Array
End-to-end design of an intelligent, multi-sensor embedded module optimized for real-time motor health diagnostics. Implemented lightweight anomaly detection directly on-chip to predict mechanical failure thresholds.