Projects
Things I've built, learned from, and am proud of
S.P.I.N.E. - Smart Posture Imaging & Notification Engine
Senior Capstone CompletedCamera-based posture monitoring system with real-time feedback via a custom BLE wristband. Built with a 5-person team: a privacy-focused solution combining computer-vision pose detection, a custom wearable, and a containerized cloud backend to promote healthier sitting habits during extended computer use.
Key Components
- • MediaPipe-based real-time posture analysis
- • Custom ESP32 wristband with haptic feedback
- • Desktop application with cloud backend
- • Containerized production deployment
Status
All development phases complete — see full breakdown.
Other Projects
ML-Based Analysis of COVID-19 Admissions
July 2025
Built machine learning models (Logistic Regression, Random Forest, Linear Regression) to predict COVID-19 hospitalization risk and rates using CDC COVID-NET surveillance data. Achieved 79% classification accuracy with Random Forest.
FPGA-Based Pulse Oximeter
2024
Developed a real-time pulse oximeter system using the Zybo Z7-20 FPGA board and MAX30102 biosensor. Contributed to the C-based application layer for real-time signal processing, heart rate calculation, and finger presence detection with 100Hz sampling rate. Implemented I2C communication and buffer in VHDL for programming of the FPGA side of the system in Xilinx Vivado.
Automated Audio Channel Assignment for Dante
2024
Developed an automated system to manage and assign audio channels programmatically for commercial background music system, optimizing workflow and ensuring consistent audio quality across multiple Dante audio networks.
Discord Job Webhook Monitor
2024
Python automation tool that integrates with Greenhouse API and Discord webhooks to monitor job postings. Features automated daily job tracking, SQLite persistence, real-time alerts, and scheduled execution using APScheduler.
Telecommunication SIM Management
2024
Designed and implemented an API-driven solution to efficiently manage telecommunication subscriptions, enabling bulk changes to subscription tiers for numerous SIM cards within mobile device deployment ecosystem.
Self-Hosted Infrastructure
2024
Self-hosted infrastructure setup using reverse proxy for routing multiple services on a single VPS. Configured SSL/TLS certificates with automatic renewals and containerization for service management.
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