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Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

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tapheret2/README.md

Hi, I'm Phat (@tapheret2)

DS student · AI agents · markets tooling · building in public
📍 Ho Chi Minh City · tienphat.me

Flagship

rollagent — optimistic rollups for AI agent actions
Propose → challenge window → FINAL or REVERTED. Safer than blind autonomy; cheaper than confirm-every-step.

pip install -e ".[dev]"   # from repo
rollagent demo

CI Release

Labs (portfolio)

Repo What it is
polymarket-agent Prediction-market agent experiments
brier-lab Calibration / Brier score tooling
kelly-lab Kelly criterion scenarios
keo-ledger Settled tips ledger → tipster stats
csv-qc Lightweight CSV quality checks

Educational tooling only — not financial advice.

Focus

  • Python · data pipelines · agent safety / HITL protocols
  • Open-source contributions (bugs, tests, docs that unblock people)
  • Markets + forecasting as a learning surface (Polymarket, calibration)

Stats

GitHub Stats

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