i build tomake animpact.

analyzed 3000+ university digital resources, software subscriptions, and service records in smartsheet to identify security, compliance, and ownership risks across uo's technology ecosystem. built algorithmic risk-flagging workflows to detect tools with missing ownership, incomplete vendor documentation, duplicate functionality, or potential security gaps, supporting university's transition toward centralized microsoft services.

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.

co-built a hackathon website for registration using next.js, typescript, python, fastapi, and aws serving 600+ applicants, sponsored by google, mongodb, and openai, within a team of 10 engineers. hardened the api with ip-based rate limiting, preventing 2 major security breaches; engineered a team-matching platform with automatic discord channel provisioning across 10+ rest endpoints helping 100+ participants find teammates.

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 and scaled a college counseling business to 600+ students across 11 countries, providing standardized test prep, ap exam coaching, and college application guidance; generated $7,000+ in revenue. developed a telegram channel with integrated bot to streamline session registration. helped 12 students get 1500+ sat scores, guided students into elite universities such as nyu, upenn, stanford, cornell, yale, rice, and ut austin, and summer programs like stanford pre-college and lumiere research.

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.