Selected systems

Work built across disciplines.

Multi-panel scientific figure showing SCOS optical measurement principles, cardiac waveforms, and simultaneous measurement configurations.

01Quantitative ResearchOngoing research

SCOS Cuffless Blood-Pressure Research

Ongoing cuffless blood-pressure research connecting IRB-supervised positional measurements, 80+ cardiac-waveform features, machine learning, and wearable test hardware.

Outcome: Implemented a positional signal-to-noise-ratio measurement protocol and analysis workflow, with attachable hardware for wireless wearable benchmark testing.
Timothy’s contribution: Timothy leads protocol development, participant recruitment, measurements, and data analysis; works with 80+ engineered waveform features; and uses Autodesk Inventor and additive manufacturing for wearable test hardware.

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02Software SystemsIn development

CMU Academic Resource and Mentorship Platform

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.

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The six-person Elite Footballers Tournament project team standing in front of a projection of the operational website.

03Software SystemsOperational

Elite Footballers Tournament Digital Platform

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.

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04Software SystemsCompleted

EdgeCase

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.

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