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matsuokakoki/README.md

Koki Matsuoka

Computer Science undergraduate at Nagoya University, focused on building software and learning how to design, implement, and evaluate it well. I’m interested in software engineering, AI and LLM applications, and infrastructure, and hope to work as a software engineer in an international environment.

Selected projects

  • Mean-Field MPC — A Docker-reproducible simulation study of capacity control for bursty serverless workloads, combining Gaussian-process forecasts and queueing models. In a high-volume scenario, EWMA MF-MPC reduced simulated p95 waiting time by 56.7% versus reactive control at a matched resource fraction; this is simulation evidence, not measured Azure latency.
  • Extreme Hanafuda — A two-player Hanafuda game with a TypeScript rules engine separated from Firebase services. I implemented the game flow and server-side synchronization; the public demo is here.
  • nigeyo — A team-built Swift/SwiftUI iPhone app supporting foreign residents during earthquakes and tsunamis with pictograms, Japanese, English and Korean guidance, Live Activities, and evacuation guidance. The team placed second in the audience vote among 26 teams at JPHACKS 2026 Nagoya.
  • Hayo — A four-person iOS/Firebase team project that turns meetup coordination into a location-sharing and photo-mission experience. I led technology selection and contributed to the product idea and UX direction; the team placed fourth in the Tokai qualifier for THE HACK.
  • Career Form Autofill — A Chrome extension that identifies application form fields and lets users review and select suggested values before filling them. I built the field-matching and user-confirmation flow, with optional local or hosted language-model assistance.
  • IFC/BIM LoRA experiment — An experiment adapting Gemma 3 1B for IFC/BIM question answering. I prepared the training and evaluation workflow and published measured results, examples, and limitations; the results do not establish factual accuracy.

Links

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  1. mean-field-mpc mean-field-mpc Public

    アクセス数が急に増えるサーバーの処理能力を、どう調整するか調べる研究です。需要予測と待ち行列のシミュレーションを使い、待ち時間や必要な資源を比較します。

    Python

  2. career-form-autofill career-form-autofill Public

    就活やインターンなどの申込フォームへの入力を手伝うChrome拡張機能です。保存したプロフィールから入力候補を表示し、確認して選んだ項目だけを入力できます。

    JavaScript

  3. hanahuda hanahuda Public

    友達と2人でリアルタイム対戦できる、HP制の花札Webゲームです。同じ部屋での再戦や、試合後に対戦を振り返る機能も備えています。

    TypeScript

  4. ifc-bim-llm-finetuning ifc-bim-llm-finetuning Public

    建物の設計データに関する質問に答えられるよう、AIモデルを追加学習させた実験です。学習前後の回答や評価結果を比較し、残った誤りや課題も記録しています。

    Python

  5. hayo hayo Public

    待ち合わせ中の位置共有と写真のお題を楽しめる、4人チームで開発したiOSアプリです。招待コードで集まり、互いの居場所や到着状況を確認できます。

    Swift

  6. codex-workspace-template codex-workspace-template Public template

    Codexに開発を依頼する前に、作業環境を整えるためのひな形です。必要なファイルの取得や環境の確認を行い、引き継ぎ用の情報をまとめます。

    PowerShell