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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

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linusc9516/README.md
Terminal-style profile card for Linus Chik (linusc9516). Prompt: ssh@ntu-singapore, ~/linusc9516, branch about-me, UTC+8. pfetch output: focus AI safety (mechanistic interpretability, low-level ML); now ARENA curriculum; tools Python, PyTorch, TransformerLens, inspect_ai, NumPy, JAX; NTU Singapore CS Y1; award IOAI 2025 bronze; shell fish; editor nvim and Zed; languages en, zh-HK, zh-CN, es, ja; status open to collabs.

projects

  • bid-pricing-collusion: do LLM bidders learn to take turns winning sealed-bid auctions? 190 sessions across three models, no rotation found so far, further investigation continues.
  • Soular: a mobile app where youths plan, organise and publicise environmental events in one place. Team hackathon project built using React Native and Supabase, with an event feed, group chat and an AI copilot. Placed 2nd and won the Innovation Award at JA Code for Impact 2025.

contact

LinkedIn · X · Personal Website · linusc9516 [at] gmail [dot] com

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  1. bid-pricing-collusion bid-pricing-collusion Public

    Do LLM bidders drift into tacit bid rotation in repeated sealed-bid auctions? Tie-break rules, one-shot controls, 190 pilot sessions.

    Python 1 1

  2. endernoke/soular endernoke/soular Public

    A social media mobile app for youths to complete the conception, coordination and publicity of environmental initiatives.

    TypeScript 2

  3. UC_Classifier UC_Classifier Public

    Naive approach of a ResNet-18 based Ulcerative Colitis classifier. Used as a demonstration in a health exhibition.

    Python