Academic & Engineering Projects
Academic, full-stack applications, machine learning research, and systems engineering projects.
2026
Environment Monitor
An Arduino-based continuous environment monitor using a DHT11 sensor and LCD 1602 display, with rolling EEPROM buffer, dew point calculation, and ambient light sensing.
AURA: Ambient Wellness Companion
Built AURA, a privacy-first elderly wellness companion using Google ADK 2.0 multi-agent orchestration and Gemini. Empathetic check-ins, medication compliance tracking, anonymized telemetry, and automatic escalation for critical wellness drops.
Speed Test
A simple, single-page network speed test measuring download speed, upload speed, and ping against the server hosting this site, with live-updating results and connection details.
Blink Morse Decoder
An accessibility-focused Android app that translates deliberate eye blinks into Morse code text using real-time camera-based facial landmark tracking and a custom blink state machine — enabling hands-free communication without extra hardware.
Toward Vehicle-Agnostic Driving Signatures for Cognitive Impairment Prediction from Naturalistic Driving Data
Master's thesis investigating whether naturalistic driving data can predict cognitive impairment status across different vehicles, evaluating six modeling approaches on over 26,000 participant-weeks of telematics data from 304 older adults.
2025
Red-Blue Visual Auto Defender: Automated Visual Jailbreak Generation and Explainable Defenses
Built a Red-Blue teaming system for VLM security that automatically generates visual jailbreak attacks and explainable, code-based defenses using OCR and keyword detection.
MLB Statcast Real-Time Data Pipeline
Built a real-time data pipeline for MLB pitch data using Apache Airflow, Snowflake, and Kafka, with an interactive Streamlit dashboard for pitch analysis and visualization.
HackWashU Databases Workshop
Developed and facilitated a hands-on databases workshop teaching SQLite, Supabase, API integration, and full-stack web development through two complete projects.
Google Calendar Availability Sync
A Google Apps Script that automatically syncs events from multiple source calendars to a single 'Availability' calendar, creating customizable availability blocks while preserving privacy.
PHP Calendar Application
Developed Chronos, a feature-rich personal calendar and event management web app using PHP 8.4 and MySQL, with secure authentication, an interactive month-view dashboard, and a glassmorphic UI.
Bayesian Optimization for Material and Product Optimization
Applied Bayesian optimization techniques for hyperparameter tuning and feature optimization across superconductivity, concrete strength, and wine quality prediction problems.
Instagram Unfollow Checker
A cross-platform GUI application that identifies Instagram accounts you follow that don't follow you back, with session management and 2FA support.
Desperate Housewives Monologues Dataset
Extracted and organized monologues from Desperate Housewives for NLP analysis, sentiment analysis, and text-based machine learning projects.
2024
Datacenter Cooling Optimization using Deep Reinforcement Learning
Implemented multiple deep reinforcement learning algorithms (DDQN, PPO, SAC) integrated with EnergyPlus simulations to optimize datacenter cooling systems for improved energy efficiency.
Interactive Storybook
Built Tales We Weave, an AI-powered interactive storytelling platform where readers shape branching narratives through choices, with AI-generated text (Google Gemini) and illustrations (fal.ai), built with Vue 3, Express, and MongoDB.
Multimodal Prediction of Alzheimer's Disease
Built a multimodal machine learning pipeline combining MRI imaging and clinical data from the OASIS-1 dataset for early Alzheimer's disease detection.
Socket.IO Multi-Room Chat Application
Developed a feature-rich multi-room chat application using Node.js and Socket.IO with password-protected rooms, private messaging, and user moderation capabilities.
2023
Artificial Intelligence Opinion Survey
Designed, fielded, and investigated a survey research of 1000 employees to analyze AI's impact on work efficiency and attitudes. Found AI improved efficiency across industries.
2022
Connect 4 AI
Co-developed an AI opponent for Connect 4 using alpha-beta pruning algorithm.
AIParkinScan
Co-developed AIParkinScan software for Parkinson's diagnosis using audio and image data. Utilized neural networks, spectrograms, and Random Forest algorithm.
Artificial Intelligence in Modern Board Games
Built a browser-playable Java Lost Cities game with greedy, minimax, and alpha-beta AI agents that evaluate complete turn outcomes.