i build tomake animpact.

analyzing digital resources, software tools, and subscriptions across the university to identify security vulnerabilities, compliance risks, and inefficiencies. building algorithmic approaches in smartsheet to audit platforms and support uo's transition to a centralized microsoft ecosystem.

studying enhanced sampling methods for molecular dynamics simulations in dr. dhiman ray's lab. research focuses on designing interpretable, data-driven collective variables to capture biomolecular motions more efficiently. combines machine learning, sparse modeling, and physically meaningful molecular features to make simulations more powerful and understandable.

building an ai-powered project intelligence platform that ingests data from github, task boards, calendars, and team communications to surface execution bottlenecks, delayed milestones, and unclear ownership. combines workflow analytics with ai-generated recommendations to give early-stage teams a clear picture of what is slowing them down — and exactly what to fix.

building and maintaining the technical infrastructure for one of the fastest-growing mlh hackathons on the west coast — 500+ applicants from 37 universities, $10k+ in prizes, sponsors include google, openai, pipeworks, base44, and emberex. full-stack work across the event website, application systems, registration tools, and internal platforms using next.js, react, and tailwind css.

won 3 hackathons across hardware, ai, and full-stack. makemit, cambridge, MA · beaverhacks, corvallis, OR · quackhacks 2, eugene, OR — best use of gemini api & top 5 / 41 projects · nozomio, san francisco, CA — best use of tensorlake & top 2 best use of insforge & top 8 / 70+ teams

founded a profitable college admissions business with 680+ subscribers and $2000+ revenue. conducted 1.5-hour sessions covering essay writing, college list strategy, and portfolio development. coordinated 81 students across 12 countries — 12 achieved 700+ in sat math, 2 reached a perfect 800, average boost of +230 points. acceptances to lumiere education research program and stanford pre-college.

built an arduino-based irrigation system with a swift ios app to automate watering and monitor soil/air data via esp8266 sensors — improved irrigation efficiency by 56%. modeled the system as a weighted graph, using bfs and dijkstra's algorithm to optimize data transfer and detect low-humidity regions. awarded a $2,100 grant at the festival of hope (out of 500+ teams, created by international baccalaureate). won crimson 18 under 18 by pitching aquasync.