Selected systems

Work built across disciplines.

01Quantitative ResearchOngoing research

SCOS Cuffless Blood-Pressure Research

Ongoing advisor-supported research connecting SCOS cardiac waveforms, clinical-data analysis, machine learning, and wearable test-base development.

Outcome: Established an analysis-ready dataset and feature-engineering workflow for ongoing cuffless blood-pressure research, with preliminary findings presented internally.
Timothy’s contribution: Timothy built the project-specific dataset, engineered more than 700 waveform features, performed clinical-cohort analysis, contributed blood-pressure prediction and hypertension-classification work, and developed CAD for a wearable test base.

02Software SystemsIn development

A commissioned academic-resource and mentorship platform for first-generation, low-income students, in development as of June 2026.

Outcome: Leads an active commissioned development effort for a student-support platform; the product remains in development.
Timothy’s contribution: Timothy leads full-stack delivery across the mentor-connection system, personalized resource portal, direct messaging, AI-assisted discovery, and the platform's Next.js, Tailwind CSS, Supabase, and Gemini API stack.

03Software SystemsOperational

An operational tournament platform with account, profile, donation, payment, media, and administrative workflows serving more than 100 users.

Outcome: Delivered an operational production platform serving more than 100 users with secure account and profile workflows, payment integration, and administrative content management.
Timothy’s contribution: Timothy directed technical architecture and frontend delivery while contributing across authentication, data and storage integration, player media, admin tools, production debugging, and technical handoff.

04Software SystemsCompleted

A C++17 and Qt6 desktop application that builds a directed similarity graph from person data and finds connection paths with breadth-first search.

Outcome: Delivered a test-backed desktop application for loading or generating people, building weighted top-N similarity connections, visualizing the graph, and finding degrees of separation.
Timothy’s contribution: Timothy contributed the BFS pathfinding workflow, Qt interface, automated tests, team coordination, and data ingestion through local CSV and HTTP-delivered JSON.