- Built an internal tool, a bilingual (Japanese to English) platform that supports 20+ annual investor reports, with React/TypeScript interfaces and FastAPI endpoints over shared Python services.
- Cut median chapter-rename latency 23.1% (17.9s to 13.8s) on a 93-page benchmark and reduced full-record cloud reads 78% (51 to 11) by reusing verified projections.
- Prevented silent overwrites from concurrent edits with compare-and-swap writes, and closed 13 authorization bypasses by re-checking page-level access before every mutation.
- Engineered Model Context Protocol (MCP) tools and AI assistance with deterministic framework retrieval and human review; provenance matched recorded retrieval in 26/26 live audit questions.
- Shipped a React/FastAPI migration with isolated release checks and guarded launch/rollback tooling, validated by 713 API tests and 392 frontend tests plus typechecked API contracts.
- Coordinated parallel AI coding agents (architect, page workspace, QA) using written file-ownership rules, a work queue, and integration contracts to avoid merge collisions.
About Me
Welcome! I am a motivated student looking to have a career building AI for the benefit of society. I love exploring new cafes and talking about anime, kpop, and lifting! Feel free to reach out, I would love to chat! Hope you like my website.
Education
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Irvine Valley College Aug 2023 – May 2025
A.S. in Physics & Computer Science – 4.0 GPA
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UC Berkeley Aug 2025 – expected Dec 2027
B.S. in Electrical Engineering and Computer Science
Technical Skills
Multi-agent orchestration
Tool / function calling
RAG with deterministic retrieval
Human-in-the-loop review
GPT-5 & GPT-4o
Claude Sonnet & Opus
Gemini 2.5 / 3 Pro
Claude Code (skills, hooks, subagents)
Codex CLI
Model Context Protocol (MCP)
Python
TypeScript
React
FastAPI
Google Cloud
Experience
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- Doubled website conversion rate by rebuilding the frontend and optimizing the Shopify store.
- Built automated email workflows alongside the rebuild.
- Developed and maintained the company website.
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- Led weekly labs for 20+ students in CS 61A, UC Berkeley's intro CS course.
- Taught recursion, higher-order functions, SQL, concurrency, and Scheme.
- Helped students debug assignments and understand core CS concepts.
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- Cut manual data-entry errors 30% by writing Python scripts that validate the Excel datasets used in QA workflows.
- Kept test and inventory data accurate in Excel for a test-equipment manufacturer.
- Supported HAZMAT handling and equipment calibration procedures.
Projects
Python, Nerfstudio, Semantic NeRF, Voxelization | Dec 2025
- Converted real-world scenes into Minecraft-ready worlds using Neural Radiance Fields (NeRF).
- Applied semantic segmentation (Semantic NeRF) so the reconstruction knows what each part of the scene is, not just its shape.
- Integrated NeRF reconstructions into an end-to-end voxelization and export pipeline.
Personal Portfolio Website
JavaScript, HTML/CSS, SVG, GitHub Actions | Jan 2026 – Present
- Built a responsive portfolio with scroll-aware navigation, animated cards, and a token-driven design system.
- Created a scroll-synchronized SVG companion that follows the page using path-length sampling and
requestAnimationFrame, with route recalculation on resize. - Automated WebP image generation with GitHub Actions and added animation regression tests; respects reduced-motion preferences.
- Deployed on a custom domain with DNS, SSL, and CI/CD.
React, LiveKit, FastAPI, OpenAI | Oct 2025
- Built a real-time AI interview assistant that gives candidates live feedback during the conversation, streamed over low-latency WebRTC (LiveKit).
- Designed an asynchronous FastAPI backend that scores interviews with OpenAI models and handles concurrent sessions without blocking the live stream.
FastAPI, Spotipy, OpenAI (Whisper + GPT function calling), React, Electron, SQLAlchemy | Feb 2026
- Built a voice-controlled desktop app that turns plain-English requests ("play My Chill Mix") into Spotify playback, using Whisper transcription and GPT function calling as the intent engine.
- Routes each request to one of 4 playback modes (connected playlist, track, artist, or mood/genre) and starts playback on the user's active device.
- Implemented OAuth 2.0, SQLAlchemy-backed playlist linking, and a keyword fallback so the app keeps working when the model API errors.
- Shipped an Electron app with a global push-to-talk hotkey and floating voice visualizer that works while the app is in the background.
Contact Me
If you are working on AI, software, or want to get some Matcha, I am always happy to connect.