An intelligent photo gallery system that curates daily photo selections using color harmony and semantic similarity. Built with CIELAB color space analysis and CLIP embeddings to select visually cohesive images, featuring an interactive gallery with modal inspection, color palette extraction, and dynamic background gradients. (try it below)

Benchmarked LSTM+Bahdanau, LSTM+Self-Attention, and Transformer architectures for multivariate time-series forecasting on ETTh1, Jena Climate, and Exchange Rate datasets. Evaluated trade-offs between attention complexity and prediction accuracy.

Data-driven fault detection and diagnosis on the Tennessee Eastman Process. Compared PCA, autoencoders, and optimized classifiers on 21 simulated fault scenarios across 52 process variables, achieving robust detection with interpretable diagnostics.

Tiny CNN Accelerator implemented on FPGA. Designed Verilog MFCC + 1D-CNN accelerator with AXI-Stream; timing closure at 100 MHz, <100 ms latency, real-time 16kHz audio. Achieved ≥90% accuracy on small-vocab Speech Commands with HPS integration, quantized weights, and on-board UI.