Production AI Systems2025
Live-Service Anomaly Detection
A production AI investigation system for PB-scale game telemetry, monitoring 50+ service KPIs and shortening analyst response latency by more than 40%.
DatabricksAzurePython
Selected work
Projects with a point of view.
Research, games, and software experiments shaped by a game designer's instinct for systems, feedback, and player-facing clarity.
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Flagship work
Research · systems · product thinking
ML Research2024
YOLO-KAN
Researching how Kolmogorov-Arnold Network modules can improve YOLO11n accuracy while reducing network depth.
PythonPyTorchYOLO11
Conversational Interface2024–26
Portfolio AI Companion
An English voice and text companion that follows visitors across the portfolio and answers from the page they are viewing.
Next.jsLiveKitGemini
More work
Project archive
Interactive Algorithms/2024
Pathfinding Visualizer
A browser-local search lab that exposes every Dijkstra and A* exploration step while preserving the old JPS control as a documented compatibility mode.
TypeScriptReactAlgorithms
Computer Graphics/2025
Beier-Neely Image Morphing
A computer graphics experiment in line-pair warping, coordinate systems, interpolation, and artifact reduction.
C++EigenComputer Graphics
Game Development/2023
Mini Riichi Mahjong
A single-player Riichi Mahjong game against three AI opponents, recognized as the course's best project.
PythonTkinterGame AI
Applied Machine Learning/2024
Machine Learning for Trading
A quantitative trading study using decision trees, random forests, and Q-learning under conservative evaluation constraints.
PythonNumPyPandas
Full-Stack Product/2024
OnKitchen Recipe Platform
A full-stack recipe workflow built with React, Spring Boot, MongoDB, and an AWS deployment pipeline.
ReactSpring BootMongoDB
Game Engineering/2024
3D Climbing & Shooting Game
A Unity game prototype with physics-based climbing, root-motion animation, playtesting, and a multidisciplinary team.
UnityC#Physics
Algorithms as Gameplay/Coursework
Pathfinding Agents Game
A C and OpenGL game that lets players place obstacles and compare how search agents navigate a 20×20 grid.
COpenGLDFS / BFS
Systems Engineering/Coursework
Distributed File System
A C++ and gRPC file service exploring synchronous and asynchronous RPCs, concurrency, and workload-aware testing.
C++gRPCDistributed Systems
Test-Driven Product/Coursework
Job Comparator App
An Android job-comparison workflow built with test-driven development and a leaner SQLite persistence model.
AndroidJavaSQLite