Projects

Engineered an advanced dual CNN architecture for automated hardware failure detection using specialized models for continuous and discrete sensor data.

Click to expand

Achieved 88.89% accuracy in life-critical submarine mine detection using PCA-optimized Multi-Layer Perceptron neural networks.

Click to expand

Developed a mobile PCB with I2C/SPI sensors, power-efficient architecture, and field-tested calibration for environmental monitoring.

Click to expand

Modeled IMU data using Kalman filtering, assisted with sensor fusion algorithms, and validated performance through real-world UAV testing.

Click to expand

Designed power and ESC connection systems using a custom PCB, configured Veronte Autopilot, and optimized layout for signal integrity.

Click to expand

Built a BLE-powered wearable on CY8CKIT-142 with low-power C++ firmware and user safety compliance.

Click to expand

Created an op-amp based audio system using ISD1700, including playback, erase, and amplification logic.

Click to expand

Automated servo motion and sensor feedback with Arduino firmware and Serial Monitor controls.

Click to expand

Built a PCB + I2C sensor system with LED debugging and oscilloscope testing workflows.

Click to expand

Simulated diode-op-amp peak detectors for real-time signal measurement and testing instrumentation.

Click to expand

Designed a switch-activated DC motorized assistive device with torque optimization and <$40 BOM.

Click to expand

Designed and simulated a 5V, 30W isolated power supply using a high-frequency flyback topology and MATLAB-based modeling.

Click to expand

Designed a breakout board with op-amp-based analog filtering and embedded C++ firmware for dynamic audio monitoring.

Click to expand

Redesigned and optimized an electric skateboard through reverse engineering and performance benchmarking.

Click to expand

Built a servo-powered garage door prototype with bidirectional control and basic electrical circuitry.

Click to expand

Simulated 6-bit logic gate operations in Verilog to validate binary arithmetic and hardware design.

Click to expand

Designed and built a rubber band-powered projectile launcher, optimizing elastic energy conversion for maximum efficiency.

Click to expand

Redesigned and optimized a consumer stand fan for airflow, noise reduction, and assembly improvements.

Click to expand

Used Xendee to simulate peak load, islanding, and voltage regulation in a hybrid solar/wind/diesel grid in Oahu.

Click to expand

Simulated a resilient hybrid power grid for Oahu, Hawaii, integrating solar, wind, and diesel assets under both connected and islanded modes.

Click to expand

Simulated attack vectors on onboard chargers using Arduino + MATLAB for both hardware and protocol testing.

Click to expand

Built Python-based flight optimization model for Honeywell Hackathon with 3D visualization and live path correction logic.

Click to expand

Built time-series models (XGBoost, SVR, ANN) and applied PCA + t-SNE for forecasting optimization.

Click to expand

Applied ML and statistical regression to predict reorder behavior across departments and product types.

Click to expand

Used NLP and K-Means to segment call transcripts, visualize friction, and improve service design.

Click to expand

Used clustering, logistic regression, and geospatial features to predict crime severity and classify weapon usage.

Click to expand

Simulated Newton's Cooling Law, baton physics, and Lotka-Volterra equations for dynamics & biology models.

Click to expand

Developed a simple object-oriented betting simulator using classes, input validation, and game logic.

Click to expand

Conducted hypothesis testing on calorimetry data, comparing reported and experimental means.

Click to expand

Applied normal distribution modeling to Premier League match data, testing fairness of reported stats.

Click to expand

Used regression to correlate energy burden to income tiers and analyze utility cost equity from RECS data.

Click to expand

Modeled grocery order behavior using regression, classification, and probability distribution.

Click to expand

Developed Shiny R app for real-time hypothesis testing with CI visualization.

Click to expand

Designed and launched Shopify site to support digital sales and enhance UX.

Click to expand

Built live-streaming camera pipeline for UAV using Linux, FFmpeg, and OpenCV.

Click to expand

Visualized product sales and inventory patterns using R data visualization libraries.

Click to expand

Explored RF detection trends in data center rooms using Python stats methods.

Click to expand

Engineered comparative BPSK demodulation system using dual methodologies (classical DSP vs. neural networks).

Click to expand

Engineered advanced semiconductor device simulation platform integrating fundamental physics equations with numerical optimization.

Click to expand

Engineered advanced HSPICE-driven circuit optimization platform automating parametric sweeps across fan factors and chain lengths.

Click to expand

Achieved 94.44% diagnostic accuracy in heart disease prediction using Support Vector Machine with RBF kernel.

Click to expand

Led enterprise process transformation initiative reducing AI model deployment time by 75% through systematic IDEF0 modeling.

Click to expand

Engineered enterprise-grade desktop application featuring dynamic plugin architecture with importlib-based module loading.

Click to expand

Modeled endangered populations using Leslie matrices and simulated conservation strategy outcomes.

Click to expand

Performed ANOVA and regression on urban vs. rural species diversity using CAP LTER data.

Click to expand

Used microscopy and FEA to study grain boundaries, voiding, and delamination in thin-film semiconductors.

Click to expand

Explored ethics of solar innovation, data transparency, and conflicts of interest in green tech.

Click to expand

Designed a water pitcher with plastic-eating enzyme membrane and validated filtration performance.

Click to expand

Modeled biodiversity and access in Tempe, AZ using GeoPandas and open street map data.

Click to expand