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Smokeybear10/README.md

Thomas Ou

I study math and computer science at Penn. I’m interested in game theory and probabilistic modeling.

Website · LinkedIn · Email

Animated pixel-art city scene

Selected work · Research · Contributions · All projects

Selected work

Personal website with research navigation and a trefoil knot visualization

My research, notes, and writing.

Code

D4NCE with two loaded tracks, mixer controls, and a track library

A two-deck DJ app in the browser. Mix manually or control it with text and voice.

Code

Harbor vessel map with maritime risk alerts around Los Angeles and Long Beach

A vessel map with AIS anomaly detection and satellite imagery.

Code

Research

Contributions

All projects

Project index

CORE

  • thomasou.com: my personal website.
  • D4NCE: DJ decks and mixing in the browser.
  • Harbor: vessel tracking and AIS anomaly detection.

RSCH

PROJ

  • Governor: an extension for setting AI job budgets.
  • Sonder: screening EV charger sites using 3D scans.
  • Versus: UFC fight predictions.

GAME

  • SWEEPER.EXE: Minesweeper with classes and relics, styled as a Windows 98 desktop.
  • Zetamax: timed mental math with ranked rounds and private leagues.

DATA

MISC

Tools: TypeScript · React · Next.js · Python · FastAPI · Rust

More about me
xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx   thomas@ou ---------------------------------------------
xxx xxx xxx xxx xxx xx;             .+x xxx xxx xxx xxx xxx   . OS: . . . . . . . . . . . . . . . . . . macOS Sequoia
xxx xxx xxx xxx xxx                         xxx xxx xxx xxx   . Studies: . . . . . . . . . . . Mathematics & CS, Penn
xxx xxx xxx x                                 : xxx xxx xxx   . Host: . . . . . . . . . . . . . . .  Philadelphia, PA
xxx xxx x                                         x xxx xxx   . Kernel: . . . . . . . . . . . . . . .  TypeScript 5.x
xxx xx+                                             xxx xxx   . Shell: . . . . . . . . . . . . . . . . . . zsh + fish
xxx x;                                               xx xxx   . IDE: . . . . . . . . . . . . . . . . . . VS Code, Vim
xxx x                     . ..                        x xxx
xxx                      .: ::: ..                      xxx   . Lang.Programming: . . TypeScript, Python, Rust, OCaml
xxx                       . ::: :..                     xxx   . Lang.Frameworks: . . React, Next.js, FastAPI, PyTorch
xx+                          .: ::.      .: .            xx   . Lang.Real: . . . . . . . . . . . .  English, Mandarin
xx:                  ..  ..  .: ::: ..    . ::: ::       xx
xxx           . .           ..: ;;: :.      .   .:.      xx   . Interests.Physical: . . .  Boxing, Judo, Powerlifting
xxx           . ..       .: ::: ;;: ::: ::: :;; ;;:      xx   . Interests.Hobbies: . . . . .  Chess, Poker, Saxophone
xxx          :: ;;: ::: ::: ::: ;+; ;:; ;;; ++; +;; .    xx   - Selected Work ---------------------------------------
xxx x       .:: ;;+ ;;; ::: ::; ++; ;;; ::; ;++ +;: :   :xx   . Website: . . . . . . . . . . . . . . . thomasou.com
xxx xx      .:: :;: ::. ..: :.: ::: ..: ::. ::: ;:: :.. xxx   . D4NCE: . . . . . . . . . . . . . AI-powered DJ system
xxx xx.     ..: ::: ::: :..       . ::: :;: ::: ::: ::: xxx   . Harbor: . . . . . . . . . . . . maritime intelligence
xxx xxx ..  ... ::: ::: ::: ::: ::; ;;; ;;; ::: ::: ::; xxx   . Research: . . . . . . . . . . . . . . River / Versus
xxx xxx ;:   .. .:: ::: ::: ..   .   .. .:: ::: ::: xxx xxx   . Research: . . . . . . . . . . . . Earnings spillovers
xxx xxx xxx ... .:: ::    . :+; X+# X+; . : ::: ::: xxx xxx   - Achievements ----------------------------------------
xxx xxx xxx +   ... ::: . . ::: ::: ::: .;; ::: ::x xxx xxx   . USAMO: . . . . . . . . . . . . . .  Honorable Mention
xxx xxx xxx x     . .:: ::    .  .    . ::: ::: :;x xxx xxx   . Putnam: . . . . . . . . . . .  Competitor (Score: 22)
xxx xxx xxx xx       :. ::. .   .   ..: ::: ::: xxx xxx xxx   . AMC 10/12: . . . . . . . .  Distinguished HR (Top 1%)
xxx xxx xxx xxx       . .:: :.. ... ::: ;:: ::: xxx xxx xxx   . Poker: . . . . . . . . . . . . . . SIG + IMC Finalist
xxx xxx xxx xxx         .:: ::: ::; ;;; ;;: .:; xxx xxx xxx   - Contact ---------------------------------------------
xxx xxx xxx xxx ..       .: ::: ::: ;:: :.: ::x xxx xxx xxx   . Email: . . . . . . . . . . . . . contact@thomasou.com
xxx xxx xxx xx+ ... ..        . .:. ... ::: ::x xxx xxx xxx   . Website: . . . . . . . . . . . . . . . . thomasou.com
xxx xxx xxx x$X :.: .:. ..          .:: ::: :;x xxx xxx xxx   . LinkedIn: . . . . . . . . . . . . . . . . . thomasou0
xxx xxx ;X& &$X X:: ::: ::: :.. ... ..: ::: :xx xxx xxx xxx   . GitHub: . . . . . . . . . . . . . . . .  SmokeyBear10
xxx       : &$& $Xx ::: ::: ::: .:: :.. ::: :xX      :x xxx   . Instagram: . . . . . . . . . . . . . . . .  tommy_ou_
Tech Stack

Instagram

GitHub activity

3D Contribution Chart
Trophies

Popular repositories Loading

  1. 106.RSCH.mma-strike-classification-and-foreground-masking 106.RSCH.mma-strike-classification-and-foreground-masking Public

    Research on MMA strike-attempt classification and foreground masking, with reproducible baselines and fight-level evaluation tools.

    Jupyter Notebook 1

  2. 902.MISC.portfolio-2025 902.MISC.portfolio-2025 Public archive

    First portfolio (archived)

    HTML

  3. 000.CORE.portfolio 000.CORE.portfolio Public

    Single-page portfolio at thomasou.com

    HTML

  4. Smokeybear10 Smokeybear10 Public

    My GitHub profile

    Python

  5. 401.PROJ.draft 401.PROJ.draft Public

    Resume parsing, keyword review, job matching, and PDF generation

    Python

  6. 102.RSCH.bayesian-opponent-modeling-in-poker 102.RSCH.bayesian-opponent-modeling-in-poker Public

    Poker research and competition toolkit: heads-up learning, tournament policies, and Rust MCCFR

    Python