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sean-from-japan/README.md

Shion Nemoto

Computer Science and Engineering at Yokohama National University (third year), after a ten-month exchange at the University of Sheffield.

I like problems where the answer has to be argued for, not asserted: search and optimisation, data and privacy, formal logic, authorisation design, and the small tools that keep a workflow honest. Most of what I publish is built the same way — the claim is in the README, the evidence is in the repository, and the tests run in CI.

What to look at

togakuren-analytics University football records turned into reproducible analysis: 2,312 fixtures, player-minutes rebuilt from lineups and free-text substitution times, a match forecast scored on seasons its settings never saw, and adjusted plus-minus ratings — none of it redistributing amateur players' data.
torcs-racing-controller An autonomous racing controller taken from 261.42 s to 106.63 s. Every number in the README traces to a committed measurement, including the one run whose weights were never saved.
two-stage-evacuation-router A high-school team project reimplemented as an explainable constrained-routing system that optimises the complete escape-to-shelter route instead of greedily choosing the nearest exit.
assessment-system-design-case-study Reading a system I helped build as an attacker would, then rebuilding its authorisation core so the findings are answered by code, not by prose.
evidence-first-travel-planner Travel-planning practice across roughly fifteen European countries distilled into a deterministic validator for provenance, freshness, time, transfers, conflicts, and fallbacks.
learning-logic-in-computer-science How I studied a logic module, plus a library that makes the ideas executable — DPLL, resolution, unification, bounded model checking.
blog-asset-pipeline A manual delivery workflow turned into a CLI that refuses to ship a broken set. Dependency-free image inspection, so it runs anywhere.
java-programming-retrospective First-year coursework rebuilt two semesters later, as an honest record of what I did not know at the time.
ZzzMemo The task manager I actually use, self-hosted: natural-language capture, LLM sorting with local fallback, calendar sync.

Currently

Building implementation depth through evidence-first software: sports analytics, constrained routing, evolutionary computation, security-focused design, and tools built around real workflows. Interested in software engineering and AI internships.

Japanese (native) · English (IELTS 6.5)

Pinned Loading

  1. assessment-system-design-case-study assessment-system-design-case-study Public

    Retrospective analysis of a multi-role assessment workflow system: architecture, ten security findings with evidence, and a tested redesign of its authorisation core.

    Python

  2. learning-logic-in-computer-science learning-logic-in-computer-science Public

    A learning record for a logic module, plus logickit: truth tables, CNF, DPLL, resolution, unification and bounded LTL model checking, with 182 tests.

    Python

  3. torcs-racing-controller torcs-racing-controller Public

    TORCS autonomous racing controller: 261.42s to 106.63s best warm lap via CMA-ES and a residual neural network (IBM AI Racing League, University of Sheffield)

    Python

  4. ZzzMemo ZzzMemo Public

    Self-hosted AI task manager and PWA: natural-language capture, LLM sorting with Gemini/Anthropic/Ollama fallbacks, Google Calendar and Tasks sync, FastAPI + SQLite, deployed on Fly.io

    Python

  5. togakuren-analytics togakuren-analytics Public

    Tokyo university football, 2,312 fixtures: minutes rebuilt from lineups and substitutions, an out-of-sample forecast that beats Elo, and adjusted plus-minus ratings. Standard library only; no colle…

    Python

  6. two-stage-evacuation-router two-stage-evacuation-router Public

    Clean-room retrospective of two-stage evacuation routing with explainable Dijkstra choices and synthetic data.

    Python